diff --git a/.gitignore b/.gitignore
index 5e2268861..aacdef3c8 100644
--- a/.gitignore
+++ b/.gitignore
@@ -61,3 +61,6 @@ coverage.xml
 owl/camel/types/__pycache__/
 owl/camel/__pycache__/
 owl/camel/utils/__pycache_/
+/community_usecase/Profile_generation/Ahmed Eltawil _ Computer, Electrical and Mathematical Sciences and Engineering_files/
+/community_usecase/Profile_generation/my-user-data/
+/community_usecase/Profile_generation/my-user-data-dir/
diff --git a/community_usecase/Profile_generation/README.md b/community_usecase/Profile_generation/README.md
new file mode 100644
index 000000000..f757613e8
--- /dev/null
+++ b/community_usecase/Profile_generation/README.md
@@ -0,0 +1,70 @@
+# Scholar Profile Generation
+
+This project provides an end-to-end pipeline for automatically generating a polished HTML profile for an academic **scholar** starting from their Google Scholar (or similar) profile link.
+
+The pipeline is powered by [CAMEL-AI](https://github.com/camel-ai/camel) agents and Playwright-based headless browsing and is exposed both as a **CLI tool** and as a **Flask REST API** with an accompanying (very) minimal front-end.
+
+---
+
+## Key Features
+
+* **Smart link discovery** – Uses the Exa search engine, via `camel-ai`'s `SearchToolkit`, to find high-quality links related to the scholar (homepage, Google Scholar, institutional pages, social media, etc.).
+* **Headless crawling & markdown extraction** – `BrowserNonVisualToolkit` (Playwright under the hood) visits each link, extracts the main content, and stores it as individual markdown files.
+* **Asynchronous Web Agent** – Link crawling and content extraction are orchestrated with **asyncio**, allowing multiple pages to be processed **concurrently** and cutting the end-to-end runtime significantly compared with sequential scraping.
+* **Automatic HTML generation** – Aggregated markdown is parsed with an LLM to fill an HTML template (`template.html`) resulting in a share-ready profile page.
+* **Progress tracking** – Long-running jobs execute in a background thread. Progress can be polled via `/api/progress/<job_id>`.
+* **Dual usage modes** –
+  * **CLI**: `python app.py --url <scholar_url>`
+  * **Web**: `python app.py` (serves on `http://localhost:5000`)
+
+---
+
+## Project Structure
+
+```
+community_usecase/Profile_generation/
+├── app.py                # Main entry point (CLI & Flask server)
+├── template.html         # Bootstrap-based HTML template filled by the pipeline
+├── templates/            # Front-end assets (index.html, CSS, JS)
+└── workflow.png          # Architecture diagram
+```
+
+---
+
+## Quick Start
+
+1. **Install Python dependencies**
+
+   ```bash
+   python -m venv .venv
+   source .venv/bin/activate          # On Windows use: .venv\Scripts\activate
+   pip install --upgrade pip
+   pip install -r requirements.txt
+   ```
+
+2. **Set environment variables**
+
+   The pipeline relies on LLMs and Exa search.
+
+   ```bash
+   export OPENAI_API_KEY=<your-openai-key>
+   export EXA_API_KEY=<your-exa-key>
+   ```
+
+3. **Run the web server**
+
+   ```bash
+   python app.py
+   # Open http://localhost:5000 in your browser
+   ```
+
+   Or generate a profile once via CLI:
+
+   ```bash
+   python app.py --url "https://scholar.google.com/citations?user=<SCHOLAR_ID>"
+   ```
+
+   The resulting HTML file will be placed in the project directory (e.g. `profile.html`).
+
+---
+
diff --git a/community_usecase/Profile_generation/app.py b/community_usecase/Profile_generation/app.py
new file mode 100644
index 000000000..183286a6e
--- /dev/null
+++ b/community_usecase/Profile_generation/app.py
@@ -0,0 +1,759 @@
+# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
+import asyncio
+import logging
+import os
+from typing import List, Tuple, Optional, Union, Any, Callable
+from pydantic import BaseModel, Field
+from camel.agents import ChatAgent
+from camel.models import ModelFactory
+from camel.toolkits import HybridBrowserToolkit, FileWriteToolkit, \
+    SearchToolkit, FunctionTool
+from camel.types import ModelPlatformType, ModelType
+import requests
+from bs4 import BeautifulSoup
+import argparse
+from flask import Flask, request, jsonify, send_from_directory, send_file
+from flask_cors import CORS
+import shutil
+import uuid
+import threading
+
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.DEBUG)
+logger.propagate = False
+logging.basicConfig(
+    level=logging.DEBUG,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
+    handlers=[
+        logging.StreamHandler(),  # Console output
+        logging.FileHandler('browser_dom_debug.log'),  # File output
+    ],
+)
+
+logging.getLogger('camel.agents').setLevel(logging.INFO)
+logging.getLogger('camel.models').setLevel(logging.INFO)
+logging.getLogger('camel.toolkits').setLevel(logging.INFO)
+# logging.getLogger('camel.toolkits.HybridBrowserToolkit').setLevel(
+#     logging.DEBUG)
+
+USER_DATA_DIR = r"D:/User_Data"
+
+
+# ------------------ Pydantic Schemas ------------------
+
+class PersonalInformation(BaseModel):
+    name: str = Field(description="Full name of the scholar")
+    positions: list[str] = Field(
+        description="List of current academic or professional positions")
+    contact_information: Optional[str] = Field(
+        description="Primary contact information such as email address"
+    )
+    social_media: Optional[list[str]] = Field(
+        description="List of social media or personal profile URLs (e.g., "
+                    "LinkedIn, Twitter)"
+    )
+    research_keywords: list[str] = Field(
+        description="Keywords summarizing key research areas or topics")
+    short_introduction: str = Field(
+        description="A brief one-paragraph summary of the scholar's profile")
+
+
+class Biography(BaseModel):
+    biography: str = Field(
+        description="Narrative biography including career trajectory and "
+                    "research journey")
+
+
+class ResearchInterests(BaseModel):
+    areas: str = Field(
+        description="Description of his current active or long-term research "
+                    "topics")
+
+
+class AwardsAndDistinctions(BaseModel):
+    honors: list[str] = Field(
+        description="""List of awards, honors, and professional distinctions 
+        received
+        Reformat each award as HTML structure, Like:
+       <li class="field__item"><strong>The 
+       NSF CAREER grant in low-power computing and 
+       communication systems</strong>, 2024</li>.
+        """
+    )
+
+
+class Education(BaseModel):
+    degrees: list[str] = Field(
+        description="""
+        Academic degrees in reverse chronological order, 
+        including institution and year.
+        Format each degree in html structure like:
+            <dl class="field__item"><dt>Doctor of Philosophy (Ph.D.)</dt>
+            <dd class="text-break">Integrated Circuits and Systems, 
+            <em>University of California</em>, United States, 2003</dd></dl>
+        """)
+
+
+class Publications(BaseModel):
+    pub_list: list[str] = Field(
+        description=""" 
+        TOP 10 publication paper list.
+        reformat each paper in html structure like:
+<dl class="field__item">
+  <dt>
+      ActivityNet: A Large-Scale Video Benchmark for Human Activity 
+      Understanding
+  </dt>
+  <dd class="text-break">
+    FC Heilbron, V Escorcia, B Ghanem, JC Niebles, 
+    <em>IEEE Conference on Computer Vision and Pattern Recognition</em>, 
+    2015 (Citations: 3239)
+  </dd>
+</dl><br>
+
+        """)
+
+
+class Links(BaseModel):
+    scholarly_identity_links: list[str] = Field(
+        description="""Links to unique scholarly identity profiles (e.g., 
+                    ORCID, IEEE Xplore, DBLP)
+                    reformat each link in html structure like:
+    <li class="field__item"><a class="text-decoration-none" 
+    href="https://orcid.org/0000-0003-1849-083X" title="Follow Ahmed Eltawil 
+    on ORCID at 0000-0003-1849-083X"><button class="btn btn-orcid px-1 py-0 
+    text-bg-light bg-opacity-10 text-break text-wrap" type="button" 
+    aria-label="ORCID"><i class="bi bi-orcid mx-1"></i><span class="mx-1 
+    text-start">ORCID</span></button></a></li>-->
+                    """
+    )
+    related_sites: list[str] = Field(
+        description="""Links to institutional or departmental homepages (e.g., 
+                    KAUST ECE department)
+    reformat each link in html structure like:
+    <li class="list-group-item px-0 field__item"><a class="text-break 
+    text-underline-hover" href="https://ece.kaust.edu.sa/" title="Electrical 
+    and Computer Engineering (ECE) Academic Program">Electrical and Computer 
+    Engineering (ECE)</a></li>
+                    """
+    )
+    related_links: list[str] = Field(
+        description="""Links to academic and professional presence (e.g., 
+                    Google Scholar, ResearchGate, LinkedIn)
+   reformat each link in html structure like:
+    <li class="field__item"><a 
+    href="https://scholar.google.com/citations?user=XzW-KWoAAAAJ&amp;hl=en" 
+    class="text-break text-underline-hover">Publications on Google 
+    Scholar</a></li>
+                    """
+    )
+
+
+class ScholarProfile(BaseModel):
+    personal_information: PersonalInformation
+    biography: Biography
+    research_interests: ResearchInterests
+    awards_and_distinctions: AwardsAndDistinctions
+    education: Education
+    publications: Publications
+    links: Links
+
+
+class WebLinksResponse(BaseModel):
+    links: List[str]
+
+
+def search_web_links(person_info: str, blacklist: List[str]) -> List[str]:
+    # 构造黑名单规则字符串
+    blacklist_prompt = "\n".join(
+        f"- Do NOT include any URLs from '{site}' or any of its subpages."
+        for site in blacklist
+    )
+
+    # 构造系统提示
+    system_message = f"""
+    You are a helpful research assistant using the Exa search engine.
+
+    Your goal is to find high-quality links related to a specific scientific 
+    employee. These links may include:
+    - Their **personal homepage** (usually on a university or personal domain).
+    - Their **academic profiles**, such as Google Scholar, ORCID, 
+    ResearchGate, Semantic Scholar, etc.
+    - Their **social media**, such as X (twitter), Linkedin.
+
+    Requirements:
+    - Respond in **JSON format**, with this structure:
+    {{
+      "links": ["https://example.com/page1", "https://example.com/page2"]
+    }}
+    - Do NOT include any explanation, title, or commentary — only the JSON 
+    object.
+    - Only include links that directly relate to the professor.
+    - Only include working URLs (not summaries).
+    {blacklist_prompt}
+    """
+
+    # 初始化代理
+    agent = ChatAgent(
+        system_message=system_message,
+        tools=[SearchToolkit().search_exa],
+    )
+
+    # 调用 step 生成响应
+    response = agent.step(
+        input_message=f"Find web links for {person_info}",
+        response_format=WebLinksResponse,
+    )
+
+    # 提取并返回链接列表（如果解析失败则返回空）
+    try:
+        parsed_result = response.msgs[0].parsed
+        if isinstance(parsed_result, WebLinksResponse):
+            return parsed_result.links
+        else:
+            return []
+    except Exception:
+        return []
+
+
+def generate_html_profile(input_text,
+                          template_path: str = "template.html",
+                          output_file: str =
+                          "profile.html",
+                          base_url: str = "https://cemse.kaust.edu.sa") -> \
+        None:
+    """Fill an HTML template with profile data, some with agent rewriting,
+    and write to file."""
+    extraction_prompt = (
+        "You are a scholarly‑profile extraction assistant. "
+        "Return ONLY JSON that matches the provided schema."
+        "Please do not output vague terms like 'unspecified' or 'likely'"
+        ". Even if information is missing, do not use vague words."
+    )
+
+    extractor = ChatAgent(system_message=extraction_prompt)
+    extraction_response = extractor.step(
+        input_message=input_text,
+        response_format=ScholarProfile,
+    )
+    profile = extraction_response.msgs[0].parsed
+
+    # Ensure profile is of correct type
+    if not isinstance(profile, ScholarProfile):
+        raise ValueError("Failed to parse scholar profile from response")
+
+    def to_html_list(items: list[str]) -> str:
+        if not items:
+            return ""
+        return "<br>".join(items)
+
+    def safe_str(value) -> str:
+        """Safely convert value to string, handling None values."""
+        return str(value) if value is not None else ""
+
+    def safe_replace_newlines(text) -> str:
+        """Safely replace newlines in text, handling None values."""
+        if text is None:
+            return ""
+        return str(text).replace('\n', '%0A')
+
+    with open(template_path, "r", encoding="utf-8") as f:
+        template = f.read()
+
+    name = safe_str(profile.personal_information.name)
+    slug = name.replace(" ", '-').lower()
+    share_url = f"{base_url}/profiles/{slug}"
+
+    filled = (
+        template
+        .replace("{{ name }}", name)
+        .replace("{{ personal information }}",
+                 to_html_list(profile.personal_information.positions or []))
+        .replace("{{ email }}",
+                 safe_str(profile.personal_information.contact_information))
+        .replace("{{ introduction }}",
+                 safe_str(profile.personal_information.short_introduction))
+        .replace("{{ biography }}", safe_str(profile.biography.biography))
+        .replace("{{ research interests }}",
+                 safe_str(profile.research_interests.areas))
+        .replace("{{ awards and distinctions }}",
+                 to_html_list(profile.awards_and_distinctions.honors or []))
+        .replace("{{ education }}",
+                 to_html_list(profile.education.degrees or []))
+        .replace("{{ engage }}",
+                 to_html_list(profile.links.scholarly_identity_links or []))
+        .replace("{{ related sites }}",
+                 to_html_list(profile.links.related_sites or []))
+        .replace("{{ related links }}",
+                 to_html_list(profile.links.related_links or []))
+        .replace("{{ publications }}",
+                 to_html_list(profile.publications.pub_list or []))
+        .replace("{{ slug }}", slug)
+        .replace("{{ base_url }}", base_url)
+        .replace("{{ share_url }}", share_url)
+        .replace("{{ summary }}",
+                 safe_replace_newlines(
+                     profile.personal_information.short_introduction))
+    )
+
+    with open(output_file, "w", encoding="utf-8") as f:
+        f.write(filled)
+
+    logger.info(f"HTML profile generated at: {output_file}")
+
+
+def get_scholar_profile_info(url):
+    headers = {
+        "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) "
+                      "AppleWebKit/537.36 "
+                      "(KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36"
+    }
+
+    response = requests.get(url, headers=headers)
+    if response.status_code != 200:
+        raise Exception(
+            f"Failed to fetch the page, status code: {response.status_code}")
+
+    soup = BeautifulSoup(response.text, 'html.parser')
+
+    # 获取人名
+    name_tag = soup.find('div', id='gsc_prf_in')
+    name = name_tag.get_text(strip=True) if name_tag else "Name not found"
+
+    # 获取描述（单位等）
+    affiliation_tag = soup.find('div', class_='gsc_prf_il')
+    affiliation = affiliation_tag.get_text(
+        strip=True) if affiliation_tag else "Affiliation not found"
+
+    return name + ", " + affiliation
+
+
+model_backend = ModelFactory.create(
+    model_platform=ModelPlatformType.OPENAI,
+    model_type=ModelType.GPT_4_1,
+    model_config_dict={"temperature": 0.0, "top_p": 1},
+)
+
+# Set up output directory
+output_dir = "./file_write_outputs"
+os.makedirs(output_dir, exist_ok=True)
+
+TASK_PROMPT = """
+
+> Please extract and compile detailed academic and professional information 
+from the provided webpages. Extract different types of information and save 
+them into separate Markdown files according to the specified categories.
+>
+> ### Information Categories and File Names:
+>
+> 1. **Personal Information** → Save to: `personal_information.md`
+>    * Full name
+>    * Current position(s)
+>    * Institutional affiliation(s)
+>    * Contact details (e.g., email, office address, phone number)
+>    * Social media profiles and personal URLs
+>
+> 2. **Biography** → Save to: `biography.md`
+>    * A concise narrative summary highlighting academic background, career 
+development, and major milestones
+>
+> 3. **Research Interests** → Save to: `research_interests.md`
+>    * Main research areas and topics of focus, both theoretical and applied
+>    * Research keywords and specializations
+>
+> 4. **Awards and Distinctions** → Save to: `awards_distinctions.md`
+>    * A complete chronological list of honors and recognitions (e.g., 
+best paper awards, fellowships, keynote speeches, society memberships)
+>    * Include the full title of each award, the granting organization, 
+and the year received
+>
+> 5. **Education** → Save to: `education.md`
+>    * Full academic history including degree(s) earned, field(s) of study, 
+institutions, thesis titles (if available), and years of graduation
+>
+> 6. **Publications** → Save to: `publications.md`
+>    * From Google Scholar (if accessible), list the **top 10 most cited 
+publications**
+>    * For each publication, include: Title, Authors, Venue and year, 
+Citation count
+>
+> 7. **Professional Links** → Save to: `professional_links.md`
+>    * Related Links: Links to institutional or departmental pages (e.g., 
+university faculty page, lab homepage)
+>    * Related Sites: Links to professional profiles (e.g., Google Scholar, 
+ResearchGate, LinkedIn, Semantic Scholar)
+>    * Scholarly Identity Links: Unique identifiers from academic databases 
+(e.g., ORCID, DBLP, IEEE Xplore, Scopus Author ID, Web of Science ResearcherID)
+>    * PLEASE not generate fake links, If you don't find the corresponding 
+link, then don't include it.
+> ### Instructions:
+>
+> * For each category, create a separate .md file using the write_to_file 
+function
+> * Use clear section headings with Markdown syntax (`##`)
+> * Use bullet points or tables where appropriate for clarity
+> * Only create files for categories where data is actually found on the 
+webpages
+> * Do not create empty files - only save files that contain actual information
+
+You need to interact with each webpage, clicking to obtain useful information.
+For example, if you see a 'DBLP' link tag on the page like '- link "DBLP" [
+ref=e105]',
+ you should use the get_page_links tool to obtain the accurate DBLP page URL.
+get_page_links can only process element with 'link' tag!
+When you call a tool, all operations will only take place on the current page.
+ If you visit another page,
+  you can no longer input the reference from a previous page into the tool.
+"""
+
+
+def aggregate_markdown_files(directory: str) -> str:
+    """Read all markdown files in *directory* and concatenate them into one
+    string.
+
+    The individual file contents are separated by two newlines and prefixed
+    with a markdown header indicating the file name so that downstream
+    processing can still recover file-level boundaries if needed.
+    """
+    contents: List[str] = []
+    for filename in os.listdir(directory):
+        if filename.lower().endswith(".md"):
+            file_path = os.path.join(directory, filename)
+            try:
+                with open(file_path, "r", encoding="utf-8") as f:
+                    file_content = f.read()
+                contents.append(f"# {filename}\n\n" + file_content)
+            except Exception as e:
+                logger.warning(f"Failed to read {file_path}: {e}")
+    return "\n\n".join(contents)
+
+
+# -------------------- Pipeline (Async) --------------------
+
+async def run_pipeline(start_url: str,
+                       blacklist: Optional[List[str]] = None,
+                       links: Optional[List[str]] = None,
+                       progress_cb: Optional[
+                           Callable[[int], None]] = None) -> str:
+    """End-to-end pipeline to fetch scholar profile, crawl links and
+    generate HTML.
+
+    Args:
+        start_url: The Google Scholar (or similar) profile URL.
+        blacklist: Optional list of domains that should be excluded when
+            searching links.
+        links: Optional list of links to be used instead of searching for
+        new ones.
+    """
+    blacklist = blacklist or []
+
+    # Prepare output directory (clean slate each run)
+    if os.path.exists(output_dir):
+        try:
+            shutil.rmtree(output_dir)
+        except Exception as e:
+            logger.warning(f"Could not clean output_dir: {e}")
+    os.makedirs(output_dir, exist_ok=True)
+
+    # Step 1: Extract brief personal information from the scholar profile page
+    person_info = get_scholar_profile_info(start_url)
+    logger.info(f"Extracted person info: {person_info}")
+
+    # Step 2: Retrieve relevant links unless provided explicitly
+    links = links or search_web_links(person_info, blacklist)
+    logger.info(f"Using {len(links)} links: {links}")
+
+    # Step 3: Process all links synchronously with a single agent
+
+    # Create links text for the prompt
+    links_text = "\n".join([f"- {link}" for link in links])
+
+    # Single prompt with all links
+    prompt = f"""Target links to process:
+{links_text}
+
+Please process all the above links and extract the information specified in 
+the system message. 
+For each type of information found across all the websites, create a separate 
+.md file using the write_to_file function.
+Use the exact file names specified in the system message (e.g., 
+personal_information.md, biography.md, research_interests.md, etc.).
+Aggregate information of the same type from all links into the same file.
+
+DO NOT generate fake links in markdown file.
+"""
+
+    logger.info(f"Processing {len(links)} links synchronously")
+    custom_tools = [
+        "open_browser",
+        "close_browser",
+        "visit_page",
+        "click",
+        "type",
+        "get_page_links",
+    ]
+
+    toolkit = HybridBrowserToolkit(headless=False,
+                                   stealth=True,
+                                   browser_log_to_file=True,
+                                   user_data_dir=USER_DATA_DIR,
+                                   enabled_tools=custom_tools)
+    file_tool = FileWriteToolkit(working_directory=output_dir)
+    agent = ChatAgent(
+        system_message=TASK_PROMPT,
+        model=model_backend,
+        tools=[*toolkit.get_tools(), *file_tool.get_tools()],
+        max_iteration=20,
+        # Increased iteration limit for processing multiple links
+    )
+
+    try:
+        await agent.astep(prompt)
+
+        # progress increment - step 1: processing all links completed
+        if progress_cb:
+            progress_cb(1)
+    finally:
+        # Ensure browser session closes
+        try:
+            await toolkit.close_browser()
+        except Exception:
+            pass
+
+    # Step 4: Aggregate all generated markdown files into one text block
+    aggregated_markdown = aggregate_markdown_files(output_dir)
+    if not aggregated_markdown:
+        logger.warning(
+            "No markdown content collected – skipping HTML generation.")
+        return ""
+
+    # Step 5: Feed the aggregated content to the profile HTML generator
+    output_html = "profile.html"
+    generate_html_profile(aggregated_markdown, output_file=output_html)
+
+    if progress_cb:
+        progress_cb(1)  # step 2: html generation completed
+
+    return os.path.abspath(output_html)
+
+
+# -------------------- Progress Tracking --------------------
+
+class _ProgressRecord:
+    __slots__ = ("total", "current", "done", "output_file")
+
+    def __init__(self, total: int):
+        self.total = total
+        self.current = 0
+        self.done = False
+        self.output_file: Optional[str] = None
+
+    def inc(self, n: int = 1):
+        self.current += n
+
+
+_PROGRESS_STORE: dict[str, "_ProgressRecord"] = {}
+
+
+def _start_background_pipeline(job_id: str, scholar_url: str,
+                               blacklist: List[str], links: List[str]):
+    """Run pipeline in background thread and update progress store."""
+
+    async def _run():
+        record = _PROGRESS_STORE[job_id]
+
+        def _callback(step: int = 1):
+            record.inc(step)
+
+        try:
+            output_path = await run_pipeline(
+                scholar_url,
+                blacklist,
+                links,
+                progress_cb=_callback,
+            )
+            record.output_file = output_path
+        finally:
+            record.done = True
+
+    asyncio.run(_run())
+
+
+# -------------------- Flask Backend --------------------
+
+app = Flask(__name__, static_folder="templates", template_folder="templates")
+CORS(app)
+
+BASE_DIR = os.path.dirname(os.path.abspath(__file__))
+
+
+@app.route("/")
+def index_page():
+    """Serve the front-end HTML page."""
+    return send_file(os.path.join(BASE_DIR, "templates", "index.html"))
+
+
+@app.route("/api/search_scholar", methods=["POST"])
+def api_search_scholar():
+    data: dict[str, Any] = request.get_json(force=True)
+    scholar_url: str = data.get("scholar_url", "")
+    blacklist: List[str] = data.get("blacklist", [])
+
+    if not scholar_url:
+        return jsonify(
+            {"status": "error", "error": "Missing 'scholar_url'"}), 400
+
+    try:
+        person_info = get_scholar_profile_info(scholar_url)
+        links = search_web_links(person_info, blacklist)
+        return jsonify({
+            "status": "success",
+            "person_info": person_info,
+            "white_list": links,
+        })
+    except Exception as exc:
+        logger.exception("Search scholar failed")
+        return jsonify({"status": "error", "error": str(exc)}), 500
+
+
+@app.route("/api/generate_profile", methods=["POST"])
+def api_generate_profile():
+    data: dict[str, Any] = request.get_json(force=True)
+    scholar_url: str = data.get("scholar_url", "")
+    blacklist: List[str] = data.get("blacklist", [])
+    white_list: List[str] = data.get("white_list", [])
+
+    if not scholar_url:
+        return jsonify(
+            {"status": "error", "error": "Missing 'scholar_url'"}), 400
+
+    # Launch background job for progress tracking
+    job_id = str(uuid.uuid4())
+    total_steps = 2  # 1 for processing all links + 1 for HTML gen
+    _PROGRESS_STORE[job_id] = _ProgressRecord(total_steps)
+
+    thread = threading.Thread(target=_start_background_pipeline, args=(
+        job_id, scholar_url, blacklist, white_list), daemon=True)
+    thread.start()
+
+    return jsonify(
+        {"status": "accepted", "job_id": job_id, "total": total_steps})
+
+
+@app.route('/api/progress/<job_id>')
+def api_progress(job_id: str):
+    record = _PROGRESS_STORE.get(job_id)
+    if record is None:
+        return jsonify({"status": "error", "error": "invalid job id"}), 404
+    return jsonify({
+        "status": "success",
+        "current": record.current,
+        "total": record.total,
+        "done": record.done,
+        "output_file": record.output_file,
+    })
+
+
+@app.route('/files/<path:filename>')
+def serve_generated_file(filename: str):
+    """Serve generated HTML/markdown files so that the browser can open
+    them."""
+    return send_from_directory(BASE_DIR, filename, as_attachment=False)
+
+
+@app.route("/api/add_account_info", methods=["POST"])
+def api_add_account_info():
+    """Launch a persistent browser using HybridBrowserToolkit so that user can log in manually.
+
+    The browser is started in a detached background thread so that the Flask
+    request thread returns immediately. The browser session will reuse the
+    global USER_DATA_DIR to preserve cookies / login state for subsequent
+    automated crawling tasks.
+    """
+
+    def _open_browser():
+        async def _async_open():
+            try:
+                # Create HybridBrowserToolkit instance
+                toolkit = HybridBrowserToolkit(
+                    headless=False,
+                    stealth=True,
+                    browser_log_to_file=True,
+                    user_data_dir=USER_DATA_DIR,
+                    enabled_tools=["open_browser"]
+                )
+
+                # Get the open_browser tool and call it directly
+                tools = toolkit.get_tools()
+                open_browser_tool = None
+                for tool in tools:
+                    if tool.get_function_name() == "open_browser":
+                        open_browser_tool = tool
+                        break
+
+                if open_browser_tool:
+                    # Call open_browser directly with await
+                    await open_browser_tool.func()
+                    logger.info(
+                        "Browser opened for manual login. Browser will stay open for user interaction.")
+                else:
+                    logger.error("Could not find open_browser tool")
+
+            except Exception as exc:
+                logger.exception(
+                    "Failed to open browser using HybridBrowserToolkit: %s",
+                    exc)
+
+        # Run the async function
+        asyncio.run(_async_open())
+
+    threading.Thread(target=_open_browser, daemon=True).start()
+    return jsonify({"status": "success"})
+
+
+def _main_cli():
+    args = _parse_args()
+    # If user specifies URL via CLI, just run once as before
+    asyncio.run(run_pipeline(args.url, args.blacklist))
+
+
+if __name__ == "__main__":
+    import sys
+
+    if "--url" in sys.argv or len(sys.argv) > 1:
+        # CLI mode
+        _main_cli()
+    else:
+        # Run Flask server
+        app.run(host="0.0.0.0", port=5000, debug=False)
+
+
+# -------------------- CLI Entry Point --------------------
+
+def _parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(
+        description="Generate an HTML scholar profile from a starting URL.")
+    parser.add_argument(
+        "--url",
+        default="https://scholar.google.com/citations?user=rVsGTeEAAAAJ",
+        help="The scholar profile URL to start from."
+    )
+    parser.add_argument(
+        "--blacklist",
+        nargs="*",
+        default=[],
+        help="Domains to exclude when searching for links."
+    )
+    return parser.parse_args()
diff --git a/community_usecase/Profile_generation/requirements.txt b/community_usecase/Profile_generation/requirements.txt
new file mode 100644
index 000000000..ad2b6c825
--- /dev/null
+++ b/community_usecase/Profile_generation/requirements.txt
@@ -0,0 +1,9 @@
+camel-ai[owl]==0.2.67
+requests==2.32.3
+beautifulsoup4==4.13.4
+pydantic==2.11.4
+Flask==3.1.0
+flask-cors==6.0.1
+openai==1.77.0
+exa-py==1.12.1
+playwright==1.52.0 
\ No newline at end of file
diff --git a/community_usecase/Profile_generation/template.html b/community_usecase/Profile_generation/template.html
new file mode 100644
index 000000000..60e9dca23
--- /dev/null
+++ b/community_usecase/Profile_generation/template.html
@@ -0,0 +1,737 @@
+<!DOCTYPE html>
+<!-- saved from url=(0049)https://cemse.kaust.edu.sa/profiles/ahmed-eltawil -->
+<html lang="en" dir="ltr" prefix="og: https://ogp.me/ns#" class="h-100 js webshareapi social"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
+    
+<style id="gutenberg-palette">:root {   .has-body-color{ color:var(--kaust-body-color) }  .has-body-background-color{ background-color:var(--kaust-body-color) }  .has-body-border-color{ border-color:var(--kaust-body-color) }  .has-white-color{ color:var(--kaust-white) }  .has-white-background-color{ background-color:var(--kaust-white) }  .has-white-border-color{ border-color:var(--kaust-white) }  .has-primary-color{ color:var(--kaust-primary) }  .has-primary-background-color{ background-color:var(--kaust-primary) }  .has-primary-border-color{ border-color:var(--kaust-primary) }  .has-primary-subtle-color{ color:var(--kaust-primary-bg-subtle) }  .has-primary-subtle-background-color{ background-color:var(--kaust-primary-bg-subtle) }  .has-primary-subtle-border-color{ border-color:var(--kaust-primary-bg-subtle) }  .has-secondary-color{ color:var(--kaust-secondary) }  .has-secondary-background-color{ background-color:var(--kaust-secondary) }  .has-secondary-border-color{ border-color:var(--kaust-secondary) }  .has-secondary-subtle-color{ color:var(--kaust-secondary-bg-subtle) }  .has-secondary-subtle-background-color{ background-color:var(--kaust-secondary-bg-subtle) }  .has-secondary-subtle-border-color{ border-color:var(--kaust-secondary-bg-subtle) }  .has-tertiary-color{ color:var(--kaust-tertiary-bg) }  .has-tertiary-background-color{ background-color:var(--kaust-tertiary-bg) }  .has-tertiary-border-color{ border-color:var(--kaust-tertiary-bg) }  .has-dark-color{ color:var(--kaust-dark) }  .has-dark-background-color{ background-color:var(--kaust-dark) }  .has-dark-border-color{ border-color:var(--kaust-dark) }  .has-light-color{ color:var(--kaust-light) }  .has-light-background-color{ background-color:var(--kaust-light) }  .has-light-border-color{ border-color:var(--kaust-light) }  .has-info-color{ color:var(--kaust-info) }  .has-info-background-color{ background-color:var(--kaust-info) }  .has-info-border-color{ border-color:var(--kaust-info) }  .has-success-color{ color:var(--kaust-success) }  .has-success-background-color{ background-color:var(--kaust-success) }  .has-success-border-color{ border-color:var(--kaust-success) }  .has-danger-color{ color:var(--kaust-danger) }  .has-danger-background-color{ background-color:var(--kaust-danger) }  .has-danger-border-color{ border-color:var(--kaust-danger) }  .has-warning-color{ color:var(--kaust-warning) }  .has-warning-background-color{ background-color:var(--kaust-warning) }  .has-warning-border-color{ border-color:var(--kaust-warning) }  .has-orange-color{ color:var(--kaust-orange) }  .has-orange-background-color{ background-color:var(--kaust-orange) }  .has-orange-border-color{ border-color:var(--kaust-orange) }  .has-yellow-color{ color:var(--kaust-yellow) }  .has-yellow-background-color{ background-color:var(--kaust-yellow) }  .has-yellow-border-color{ border-color:var(--kaust-yellow) }  .has-green-color{ color:var(--kaust-green) }  .has-green-background-color{ background-color:var(--kaust-green) }  .has-green-border-color{ border-color:var(--kaust-green) }  .has-teal-color{ color:var(--kaust-teal) }  .has-teal-background-color{ background-color:var(--kaust-teal) }  .has-teal-border-color{ border-color:var(--kaust-teal) }  .has-blue-color{ color:var(--kaust-blue) }  .has-blue-background-color{ background-color:var(--kaust-blue) }  .has-blue-border-color{ border-color:var(--kaust-blue) }  .has-purple-color{ color:var(--kaust-purple) }  .has-purple-background-color{ background-color:var(--kaust-purple) }  .has-purple-border-color{ border-color:var(--kaust-purple) }  .has-red-color{ color:var(--kaust-red) }  .has-red-background-color{ background-color:var(--kaust-red) }  .has-red-border-color{ border-color:var(--kaust-red) } }</style>
+<style id="gutenberg-gradients">:root {   .has-black-to-transparent-100-gradient-background{ background:linear-gradient(180deg, rgb(0, 0, 0), transparent 100%) }  .has-black-to-transparent-75-gradient-background{ background:linear-gradient(180deg, rgb(0, 0, 0), transparent 75%) }  .has-gray-800-to-transparent-50-gradient-background{ background:linear-gradient(180deg, var(--kaust-gray-800), transparent 50%) }  .has-transparent-to-black-100-gradient-background{ background:linear-gradient(0deg, rgb(0, 0, 0), transparent 100%) }  .has-transparent-to-black-75-gradient-background{ background:linear-gradient(0deg, rgb(0, 0, 0), transparent 75%) }  .has-transparent-to-gray-800-50-gradient-background{ background:linear-gradient(0deg, var(--kaust-gray-800), transparent 50%) } }</style>
+<style id="gutenberg-font-sizes">:root {   .has-extra-small-font-size{ font-size:0.8125rem }  .has-small-font-size{ font-size:0.875rem }  .has-normal-font-size{ font-size:1.25rem }  .has-large-font-size{ font-size:2rem }  .has-extra-large-font-size{ font-size:4rem } }</style>
+<style id="gutenberg-spacing-variables">:root {   --wp--preset--spacing--10:0.25rem;  --wp--preset--spacing--20:0.5rem;  --wp--preset--spacing--30:1rem;  --wp--preset--spacing--40:1.5rem;  --wp--preset--spacing--50:3rem;  --wp--preset--spacing--60:6rem; }</style>
+<meta name="description" content="Professor Eltawil is an expert in wireless communication system design with an established history of university-industry collaboration. He continues to act as an adviser in developing wireless systems for leading international companies.">
+<link rel="canonical" href="https://cemse.kaust.edu.sa/profiles/ahmed-eltawil">
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+<meta property="og:title" content="{{ name }}">
+<meta property="og:description" content="Professor Eltawil is an expert in wireless communication system design with an established history of university-industry collaboration. He continues to act as an adviser in developing wireless systems for leading international companies.">
+<meta property="article:tag" content="low power digital circuit">
+<meta property="article:tag" content="Signal processing">
+<meta property="article:tag" content="mobile systems">
+<meta property="article:tag" content="embedded systems">
+<meta property="article:tag" content="Wireless Communications">
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+<link rel="alternate" hreflang="en" href="https://cemse.kaust.edu.sa/profiles/ahmed-eltawil">
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+    <title>{{ name }} | Computer, Electrical and Mathematical Sciences and Engineering</title>
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+<!--            <li class="field__item"><strong>The NSF CAREER grant in low-power computing and communication systems</strong>, 2024-->
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+<!--<dd class="text-break">Electronics and Communications Engineering, <em>Cairo University</em>, Egypt, 1999</dd></dl>-->
+<!--        <dl class="field__item"><dt>Bachelor of Science (B.S.)</dt>-->
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+<!--<dd class="text-break">Electronics and Communications Engineering, <em>Cairo University</em>, Egypt, 1999</dd></dl>-->
+<!--        <dl class="field__item"><dt>Bachelor of Science (B.S.)</dt>-->
+<!--<dd class="text-break">Electronics and Communications Engineering, <em>Cairo University</em>, Egypt, 1997</dd></dl>-->
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+<!--        <li class="field__item"><a class="text-decoration-none" href="https://academia.kaust.edu.sa/en/persons/ahmed.eltawil" title="Follow {{ name }} on KAUST Academic Portal at 0000-0003-1849-083X"><button class="btn btn-kaust px-1 py-0 text-bg-light bg-opacity-10 text-break text-wrap" type="button" aria-label="KAUST Academic Portal"><i class="bi bi-kaust mx-1"></i><span class="mx-1 text-start">KAUST Academic Portal</span></button></a></li>-->
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+                                <span class="mx-1">Share</span>
+                            </button>
+                        </a>
+                    </li>
+                    <li>
+                        <a class="share-button-twitter-x" href="https://x.com/intent/tweet?url={{ share_url }}&amp;hashtags=KAUST" title="Share Profile on X">
+                            <button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-twitter-x" type="button">
+                                <i class="bi mx-1 bi-twitter-x"></i>
+                                <span class="mx-1">X</span>
+                            </button>
+                        </a>
+                    </li>
+                    <li>
+                        <a class="share-button-facebook" href="https://www.facebook.com/sharer/sharer.php?u={{ share_url }}" title="Share Profile on Facebook">
+                            <button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-facebook" type="button">
+                                <i class="bi mx-1 bi-facebook"></i>
+                                <span class="mx-1">Facebook</span>
+                            </button>
+                        </a>
+                    </li>
+                    <li>
+                        <a class="share-button-linkedin" href="https://www.linkedin.com/shareArticle?mini=true&amp;url={{ share_url }}&amp;summary={{ summary }}" title="Share Profile on LinkedIn">
+                            <button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-linkedin" type="button">
+                                <i class="bi mx-1 bi-linkedin"></i>
+                                <span class="mx-1">LinkedIn</span>
+                            </button>
+                        </a>
+                    </li>
+                    <li>
+                        <a class="share-button-email" href="mailto:?subject={{ name }} {{ share_url }}&amp;body={{ summary }}" title="Share Profile via email">
+                            <button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-link" type="button">
+                                <i class="bi mx-1 bi-envelope-paper-fill"></i>
+                                <span class="mx-1">Email</span>
+                            </button>
+                        </a>
+                    </li>
+                    <li>
+                        <button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-link" type="button" title="Copy Profile URL to clipboard"
+                                onclick="navigator.clipboard.writeText(window.location.href);this.children[0].classList.remove('bi-clipboard');this.children[0].classList.add('bi-clipboard-check');">
+                            <i class="bi mx-1 bi-clipboard"></i>
+                            <span class="mx-1">Clipboard</span>
+                        </button>
+                    </li>
+                </ul>
+            </section>
+
+            <!--            <section><ul class="share list-unstyled mb-0 d-flex flex-wrap gap-1"><li><a class="webshare" href="https://cemse.kaust.edu.sa/profiles/ahmed-eltawil#webshare" title="Share">-->
+<!--                <button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-link" type="button" title="Share">-->
+<!--                    <i class="bi mx-1 bi-share-fill"></i>-->
+<!--                    <span class="mx-1">Share</span></button>-->
+<!--            </a></li><li><a class="share-button-twitter-x" href="https://x.com/intent/tweet?url=https%3A%2F%2Fcemse.kaust.edu.sa%2Fprofiles%2Fahmed-eltawil&amp;hashtags=KAUST" title="Share Profile on X">-->
+<!--                <button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-twitter-x" type="button" title="Share Profile on X">-->
+<!--                    <i class="bi mx-1 bi-twitter-x"></i><span class="mx-1">X</span></button></a></li><li>-->
+<!--                <a class="share-button-facebook" href="https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fcemse.kaust.edu.sa%2Fprofiles%2Fahmed-eltawil" title="Share Profile on Facebook">-->
+<!--                    <button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-facebook" type="button" title="Share Profile on Facebook">-->
+<!--                        <i class="bi mx-1 bi-facebook"></i><span class="mx-1">Facebook</span>-->
+<!--                    </button></a></li><li>-->
+<!--                <a class="share-button-linkedin" href="https://www.linkedin.com/shareArticle?mini=true&amp;url=https%3A%2F%2Fcemse.kaust.edu.sa%2Fprofiles%2Fahmed-eltawil&amp;summary=%20%20Professor%20Eltawil%20is%20an%20expert%20in%20wireless%20communication%20system%20design%20with%20an%20established%20history%20of%20university-industry%20collaboration.%20He%20continues%20to%20act%20as%20an%20adviser%20in%20developing%20wireless%20systems%20for%20leading%20international%20companies.%0A%0A" title="Share Profile on LinkedIn">-->
+<!--                    <button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-linkedin" type="button" title="Share Profile on LinkedIn">-->
+<!--                        <i class="bi mx-1 bi-linkedin"></i><span class="mx-1">LinkedIn</span></button></a></li>-->
+<!--                <li><a class="share-button-email" href="mailto:?subject=Ahmed%20Eltawil%20https%3A%2F%2Fcemse.kaust.edu.sa%2Fprofiles%2Fahmed-eltawil&amp;body=%20%20Professor%20Eltawil%20is%20an%20expert%20in%20wireless%20communication%20system%20design%20with%20an%20established%20history%20of%20university-industry%20collaboration.%20He%20continues%20to%20act%20as%20an%20adviser%20in%20developing%20wireless%20systems%20for%20leading%20international%20companies.%0A%0A" title="Share Profile via email"><button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-link" type="button" title="Share Profile via email"><i class="bi mx-1 bi-envelope-paper-fill"></i>-->
+<!--                    <span class="mx-1">Email</span></button></a></li><li><button class="btn px-1 py-0 text-bg-light bg-opacity-10 btn-link" type="button" title="Copy Profile URL to clipboard" onclick="navigator.clipboard.writeText(window.location.href);this.children[0].classList.remove(&quot;bi-clipboard&quot;);this.children[0].classList.add(&quot;bi-clipboard-check&quot;);">-->
+
+<!--                <i class="bi mx-1 bi-clipboard"></i><span class="mx-1">Clipboard</span></button></li></ul>-->
+
+<!--            </section>-->
+
+
+        </div>
+    </section>
+
+  <section class="card px-4 rounded field field--name-field-sites field--type-entity-reference field--label-above">
+    <h2 class="card-header w-100 field__label">Related Sites</h2>
+    <ul class="list-group list-group-flush field__items">
+        {{ related sites }}
+
+<!--        <li class="list-group-item px-0 field__item"><a class="text-break text-underline-hover" href="https://ece.kaust.edu.sa/" title="Electrical and Computer Engineering (ECE) Academic Program">Electrical and Computer Engineering (ECE)</a></li>-->
+<!--        <li class="list-group-item px-0 field__item"><a class="text-break text-underline-hover" href="https://bese.kaust.edu.sa/study/academic-programs/bioengineering" title="Bioengineering (BioE) Academic Program">Bioengineering (BioE)</a></li>-->
+<!--        <li class="list-group-item px-0 field__item"><a class="text-break text-underline-hover" href="https://ccsl.kaust.edu.sa/" title="Communication and Computing Systems Lab (CCSL) Research Group">Communication and Computing Systems Lab (CCSL)</a></li>-->
+    </ul>
+  </section>
+
+
+
+  <section class="field field--name-field-links field--type-link field--label-above">
+    <h3 class="field__label">Related Links</h3>
+    <ul class="field__items">
+        {{ related links }}
+<!--        <li class="field__item"><a href="https://scholar.google.com/citations?user=XzW-KWoAAAAJ&amp;hl=en" class="text-break text-underline-hover">Publications on Google Scholar</a></li>-->
+<!--        <li class="field__item"><a href="https://www.researchgate.net/profile/Ahmed_Eltawil" class="text-break text-underline-hover">Publications on researchgate</a></li>-->
+<!--        <li class="field__item"><a href="http://www.cpcc.uci.edu/" class="text-break text-underline-hover">Center for Pervasive Communications and Computing</a></li>-->
+<!--        <li class="field__item"><a href="http://www.calit2.uci.edu/" class="text-break text-underline-hover">California Institute for Telecommunications and Information Technology</a></li>-->
+<!--        <li class="field__item"><a href="https://www.linkedin.com/in/aeltawil/" class="text-break text-underline-hover">LinkedIn Profile</a></li>-->
+    </ul>
+  </section>
+</section>
+
+  </div>
+
+</article>
+
+  </div>
+<div id="block-startyourapplication" class="mt-3 h2-headline--with-bar block block-block-content block-block-content5eb51ddc-30a8-406a-997b-fb285bf92016">
+
+
+      <a href="https://admissions.kaust.edu.sa/">
+<section class="p-4 rounded bg-primary text-white">
+        <h2 class="bg-primary text-white h3">Apply for postgraduate study</h2>
+            <p>Start your application</p>
+            <div class="display-6"><i class="bi bi-arrow-right"></i></div>
+    </section>
+</a>
+
+  </div>
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+
+        </div>
+          </div>
+  </div>
+
+</main>
+
+<footer class="mt-auto   footer-light text-dark  bg-light">
+  <div class="container g-0 px-4">
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+
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+<div data-block="footer" class="site">
+  <section class="site-footer-section">
+<header id="site-footer-title">
+    <h2 class="fs-lg">Computer, Electrical and Mathematical Sciences and Engineering (CEMSE)</h2>
+</header>
+<div class="container-grid container-grid-sm gap-3 mb-5">
+        <div class="container-flex p-wxxs-sm p-wsm-xs">
+        <h3 class="fs-base">Connect with us</h3>
+
+  <section class="field field--name-field-social-links field--type-entity-reference-revisions field--label-hidden">
+    <ul class="list-unstyled mb-0 d-flex flex-wrap gap-1 field__items">
+        <li class="field__item"><a class="text-decoration-none" href="https://x.com/cemsekaust" title="Follow  on X at @cemseKAUST"><button class="btn btn-twitter-x px-1 py-0 text-bg-light bg-opacity-10 text-break text-wrap" type="button" aria-label="X"><i class="bi bi-twitter-x mx-1"></i><span class="mx-1 text-start">X</span></button></a></li>
+        <li class="field__item"><a class="text-decoration-none" href="https://www.youtube.com/@cemseKAUST" title="Follow  on YouTube at @cemseKAUST"><button class="btn btn-youtube px-1 py-0 text-bg-light bg-opacity-10 text-break text-wrap" type="button" aria-label="YouTube"><i class="bi bi-youtube mx-1"></i><span class="mx-1 text-start">YouTube</span></button></a></li>
+        <li class="field__item"><a class="text-decoration-none" href="https://www.facebook.com/cemsekaust" title="Follow  on Facebook at @cemseKAUST"><button class="btn btn-facebook px-1 py-0 text-bg-light bg-opacity-10 text-break text-wrap" type="button" aria-label="Facebook"><i class="bi bi-facebook mx-1"></i><span class="mx-1 text-start">Facebook</span></button></a></li>
+        <li class="field__item"><a class="text-decoration-none" href="https://www.linkedin.com/showcase/cemse-kaust" title="Follow  on LinkedIn at cemseKAUST"><button class="btn btn-linkedin px-1 py-0 text-bg-light bg-opacity-10 text-break text-wrap" type="button" aria-label="LinkedIn"><i class="bi bi-linkedin mx-1"></i><span class="mx-1 text-start">LinkedIn</span></button></a></li>
+    </ul>
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+<nav role="navigation" aria-labelledby="block-kaust-b5-footer-menu" id="block-kaust-b5-footer" class="block block-menu navigation menu--footer">
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+
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+                 <ul data-block="footer" class="nav navbar-nav container-grid container-grid-sm gap-3 mb-5">
+                                                                    <li class="nav-item container-flex p-wxxs-sm p-wsm-xs">
+        <a href="https://cemse.kaust.edu.sa/profiles/ahmed-eltawil" title="Browse all website content" class="nav-link dropdown-toggle">A-Z Directory</a>
+                                  <ul>
+                                                  <li class="nav-item">
+        <a href="https://cemse.kaust.edu.sa/by-type" class="nav-link" data-drupal-link-system-path="by-type">All Content</a>
+              </li>
+                                                            <li class="nav-item">
+        <a href="https://cemse.kaust.edu.sa/announcements" class="nav-link" data-drupal-link-system-path="announcements">Announcements</a>
+              </li>
+                                                            <li class="nav-item">
+        <a href="https://cemse.kaust.edu.sa/sites/by-type" title="Browse list or related sites" class="nav-link" data-drupal-link-system-path="sites/by-type">Browse Related Sites</a>
+              </li>
+                      </ul>
+
+              </li>
+                                  <li class="nav-item container-flex p-wxxs-sm p-wsm-xs">
+        <a href="https://cemse.kaust.edu.sa/profiles/ahmed-eltawil" class="nav-link dropdown-toggle">Site Management</a>
+                                  <ul>
+                                <li class="nav-item">
+        <a href="https://cemse.kaust.edu.sa/user/login" class="nav-link" data-drupal-link-system-path="user/login">Log in</a>
+              </li>
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+
+  </nav>
+<div id="block-kaust-b5-copyright" class="block block-block-content block-block-content0c9b7f1f-aca4-4a80-ae61-879a82e2c6f9">
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+  <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__items">
+        <div class="field__item"><p>© 2024 King Abdullah University of Science and Technology. All rights reserved. <a href="https://www.kaust.edu.sa/en/privacy-notice">Privacy Notice</a></p></div>
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+<noscript><img height="1" width="1" style="display:none" src="https://www.facebook.com/tr?id=689579575242225&amp;ev=PageView&amp;noscript=1"></noscript>
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+</body></html>
\ No newline at end of file
diff --git a/community_usecase/Profile_generation/templates/index.html b/community_usecase/Profile_generation/templates/index.html
new file mode 100644
index 000000000..05dcb0a0c
--- /dev/null
+++ b/community_usecase/Profile_generation/templates/index.html
@@ -0,0 +1,563 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>Profile Generation</title>
+  <style>
+    body {
+      margin: 0;
+      padding: 0;
+      font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+      background: linear-gradient(to right, #4facfe, #00f2fe);
+      min-height: 100vh;
+      display: flex;
+      justify-content: center;
+      align-items: center;
+    }
+
+    .container {
+      background-color: white;
+      padding: 40px;
+      border-radius: 10px;
+      box-shadow: 0 5px 15px rgba(0,0,0,0.2);
+      width: 600px;
+      max-width: 90%;
+    }
+
+    .container h2 {
+      text-align: center;
+      margin-bottom: 30px;
+    }
+
+    .input-group {
+      margin-bottom: 20px;
+    }
+
+    .input-group label {
+      display: block;
+      margin-bottom: 5px;
+      font-weight: bold;
+    }
+
+    .input-group input,
+    .input-group textarea {
+      width: 100%;
+      padding: 10px;
+      border: 1px solid #ccc;
+      border-radius: 5px;
+      box-sizing: border-box;
+    }
+
+    .hint {
+      font-size: 12px;
+      color: #666;
+      margin-top: 5px;
+    }
+
+    .buttons {
+      display: flex;
+      justify-content: flex-end;
+      margin-top: 10px;
+    }
+
+    .buttons button {
+      padding: 10px 20px;
+      background-color: #4facfe;
+      border: none;
+      color: white;
+      font-size: 16px;
+      border-radius: 5px;
+      cursor: pointer;
+    }
+
+    .buttons button:hover {
+      background-color: #00c3ff;
+    }
+
+    .buttons button:disabled {
+      background-color: #ccc;
+      cursor: not-allowed;
+    }
+
+    .identity-box, .results {
+      border: 2px dashed #4facfe;
+      padding: 15px;
+      border-radius: 10px;
+      background-color: #f0faff;
+      margin-top: 30px;
+      display: none;
+    }
+
+    .identity-box h3, .results h3 {
+      margin-top: 0;
+    }
+
+    .identity-box p {
+      margin-bottom: 10px;
+    }
+
+    .loading {
+      text-align: center;
+      padding: 20px;
+      color: #666;
+    }
+
+    .error {
+      border-color: #ff6f61;
+      background-color: #ffebee;
+      color: #d32f2f;
+    }
+
+    #tags-container {
+      display: flex;
+      flex-wrap: wrap;
+      align-items: center;
+      min-height: 40px;
+    }
+
+    .tag {
+      display: inline-block;
+      background-color: #e0f7fa;
+      color: #006064;
+      padding: 5px 10px;
+      border-radius: 20px;
+      margin: 5px;
+      font-size: 14px;
+      position: relative;
+      word-break: break-all;
+    }
+
+    .tag .remove {
+      position: absolute;
+      top: -5px;
+      right: -5px;
+      background-color: #006064;
+      color: white;
+      border: none;
+      border-radius: 50%;
+      width: 20px;
+      height: 20px;
+      font-size: 14px;
+      cursor: pointer;
+    }
+
+    .add-tag {
+      display: inline-flex;
+      align-items: center;
+      justify-content: center;
+      background-color: #4facfe;
+      color: white;
+      font-size: 18px;
+      font-weight: bold;
+      width: 32px;
+      height: 32px;
+      border-radius: 50%;
+      margin: 5px;
+      cursor: pointer;
+      transition: background-color 0.3s ease;
+    }
+
+    .add-tag:hover {
+      background-color: #00c3ff;
+    }
+
+    .preview-button {
+      padding: 10px 20px;
+      background-color: #4caf50;
+      border: none;
+      color: white;
+      font-size: 16px;
+      border-radius: 5px;
+      cursor: pointer;
+      display: flex;
+      align-items: center;
+      gap: 8px;
+    }
+
+    .preview-button:hover {
+      background-color: #45a049;
+    }
+
+    .preview-button:disabled {
+      background-color: #ccc;
+      cursor: not-allowed;
+    }
+
+    .hidden {
+      display: none !important;
+    }
+
+    .success-message {
+      background-color: #e8f5e8;
+      color: #2e7d32;
+      padding: 15px;
+      border-radius: 5px;
+      margin-top: 20px;
+      text-align: center;
+    }
+
+    .profile-buttons {
+      display: flex;
+      justify-content: center;
+      gap: 15px;
+      margin-top: 20px;
+    }
+
+    .profile-button {
+      padding: 12px 25px;
+      background-color: #ff9800;
+      border: none;
+      color: white;
+      font-size: 16px;
+      border-radius: 5px;
+      cursor: pointer;
+      transition: background-color 0.3s ease;
+    }
+
+    .profile-button:hover {
+      background-color: #f57c00;
+    }
+
+    .spinner {
+      border: 3px solid #f3f3f3;
+      border-top: 3px solid #4facfe;
+      border-radius: 50%;
+      width: 20px;
+      height: 20px;
+      animation: spin 1s linear infinite;
+      display: inline-block;
+      margin-right: 10px;
+    }
+
+    @keyframes spin {
+      0% { transform: rotate(0deg); }
+      100% { transform: rotate(360deg); }
+    }
+
+    /* Progress Bar Styles */
+    #progress-container {
+      margin-top: 20px;
+      display: none;
+    }
+
+    #progress-bar {
+      width: 100%;
+      height: 20px;
+    }
+
+    #progress-text {
+      text-align: center;
+      margin-top: 5px;
+      font-size: 14px;
+    }
+
+    .identity-box {
+      border: 2px dashed #4facfe;
+      padding: 15px;
+      border-radius: 10px;
+      background-color: #f0faff;
+      margin-top: 30px;
+      display: none;
+    }
+
+    .results {
+      border: 2px dashed #4facfe;
+      padding: 15px;
+      border-radius: 10px;
+      background-color: #f0faff;
+      margin-top: 30px;
+      display: block;
+    }
+  </style>
+</head>
+<body>
+  <div class="container">
+    <h2>Profile Generation</h2>
+    <div class="input-group">
+      <label for="scholar-url">Google Scholar URL:</label>
+      <input type="text" id="scholar-url" value="" />
+    </div>
+    <div class="input-group">
+      <label for="blacklist">Page Blacklist (one URL per line):</label>
+      <textarea id="blacklist" rows="3"></textarea>
+      <div class="hint">Exclude these links during search</div>
+    </div>
+    <div class="buttons">
+      <button id="search-btn">Search</button>
+      <button id="account-btn" style="margin-left:10px; background-color:#9c27b0;">Add Account Info</button>
+    </div>
+
+    <div id="identity-box" class="identity-box">
+      <h3>Identified Scholar:</h3>
+      <p id="scholar-info">Loading...</p>
+    </div>
+
+    <div id="results" class="results">
+      <h3>Candidate Pages Found:</h3>
+      <div id="tags-container">
+        <div class="add-tag" onclick="addNewUrl()">+</div>
+      </div>
+    </div>
+
+    <div id="confirm-section" class="buttons" style="justify-content: center; margin-top: 30px;">
+      <button id="confirm-btn" class="preview-button">✓ Generate Profile</button>
+    </div>
+
+    <!-- Progress Bar -->
+    <div id="progress-container" class="hidden" style="margin-top:20px;">
+      <progress id="progress-bar" value="0" max="100" style="width:100%; height:20px;"></progress>
+      <div id="progress-text" style="text-align:center; margin-top:5px; font-size:14px;">0%</div>
+    </div>
+
+    <div id="success-message" class="success-message hidden">
+      <p>Profile generated successfully!</p>
+      <p id="file-path-info" style="font-size: 14px; color: #666; margin-top: 10px;"></p>
+      <div class="profile-buttons" style="justify-content: center;">
+        <button class="profile-button" onclick="copyFilePath()">📋 Copy File Path</button>
+      </div>
+    </div>
+  </div>
+
+  <script>
+    let currentWhiteList = [];
+    let currentScholarUrl = '';
+    let currentBlacklist = [];
+    let generatedFilePath = '';
+
+    // Search for scholar information
+    document.getElementById('search-btn').addEventListener('click', async function() {
+      const scholarUrl = document.getElementById('scholar-url').value.trim();
+      const blacklistText = document.getElementById('blacklist').value.trim();
+      const blacklist = blacklistText ? blacklistText.split('\n').filter(url => url.trim()) : [];
+      
+      if (!scholarUrl) {
+        alert('Please enter a Google Scholar URL');
+        return;
+      }
+
+      currentScholarUrl = scholarUrl;
+      currentBlacklist = blacklist;
+
+      const searchBtn = document.getElementById('search-btn');
+      const originalText = searchBtn.textContent;
+      searchBtn.innerHTML = '<div class="spinner"></div>Searching...';
+      searchBtn.disabled = true;
+
+      try {
+        const response = await fetch('/api/search_scholar', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+          },
+          body: JSON.stringify({
+            scholar_url: scholarUrl,
+            blacklist: blacklist
+          })
+        });
+
+        const data = await response.json();
+        
+        if (data.status === 'success') {
+          // Display scholar info
+          document.getElementById('scholar-info').textContent = data.person_info;
+          document.getElementById('identity-box').style.display = 'block';
+          
+          // Display white list
+          currentWhiteList = data.white_list || [];
+          updateWhiteListDisplay();
+          document.getElementById('results').style.display = 'block';
+          document.getElementById('confirm-section').classList.remove('hidden');
+        } else {
+          alert('Error: ' + data.error);
+        }
+      } catch (error) {
+        alert('Network error: ' + error.message);
+      } finally {
+        searchBtn.textContent = originalText;
+        searchBtn.disabled = false;
+      }
+    });
+
+    // Generate profile
+    document.getElementById('confirm-btn').addEventListener('click', async function() {
+      // read latest inputs in case user skipped search
+      const scholarInputVal = document.getElementById('scholar-url').value.trim();
+      if (scholarInputVal) {
+        currentScholarUrl = scholarInputVal;
+      }
+
+      const blacklistTextNow = document.getElementById('blacklist').value.trim();
+      currentBlacklist = blacklistTextNow ? blacklistTextNow.split('\n').filter(u=>u.trim()) : [];
+
+      // Ensure scholar URL is available (user might skip search step)
+      if (!currentScholarUrl) {
+        alert('Please enter a Google Scholar URL before generating the profile.');
+        return;
+      }
+        
+      if (currentWhiteList.length === 0) {
+        alert('Please add at least one candidate link before generating the profile.');
+        return;
+      }
+        
+      const confirmBtn = document.getElementById('confirm-btn');
+      const originalText = confirmBtn.textContent;
+      confirmBtn.innerHTML = '<div class="spinner"></div>Generating Profile...';
+      confirmBtn.disabled = true;
+
+      let success = false;
+      try {
+        const response = await fetch('/api/generate_profile', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+          },
+          body: JSON.stringify({
+            scholar_url: currentScholarUrl,
+            blacklist: currentBlacklist,
+            white_list: currentWhiteList
+          })
+        });
+
+        const data = await response.json();
+        
+        if (data.status === 'accepted') {
+          success = true; // request accepted
+          const jobId = data.job_id;
+          const totalSteps = data.total;
+
+          // init progress bar
+          document.getElementById('progress-container').classList.remove('hidden');
+          document.getElementById('progress-container').style.display = 'block';
+          updateProgress(0, totalSteps);
+
+          const intervalId = setInterval(async function() {
+            const res = await fetch(`/api/progress/${jobId}`);
+            const progData = await res.json();
+            if (progData.status === 'success') {
+              updateProgress(progData.current, progData.total);
+              if (progData.done) {
+                clearInterval(intervalId);
+                generatedFilePath = progData.output_file;
+                finishSuccess();
+                // reset button after success
+                confirmBtn.textContent = originalText;
+                confirmBtn.disabled = false;
+              }
+            } else {
+              clearInterval(intervalId);
+              alert('Progress error: ' + progData.error);
+              // reset button when error
+              confirmBtn.textContent = originalText;
+              confirmBtn.disabled = false;
+            }
+          }, 2000);
+        } else {
+          alert('Error: ' + data.error);
+          confirmBtn.textContent = originalText;
+          confirmBtn.disabled = false;
+        }
+      } catch (error) {
+        alert('Network error: ' + error.message);
+        confirmBtn.textContent = originalText;
+        confirmBtn.disabled = false;
+      }
+    });
+
+    // Update white list display
+    function updateWhiteListDisplay() {
+      const container = document.getElementById('tags-container');
+      // Clear existing tags (keep add button)
+      const addButton = container.querySelector('.add-tag');
+      container.innerHTML = '';
+      
+      // Add tags for each URL
+      currentWhiteList.forEach((url, index) => {
+        const tag = document.createElement('div');
+        tag.className = 'tag';
+        tag.innerHTML = `<a href="${url}" target="_blank" style="color:inherit; text-decoration:underline;">${url}</a> <button class="remove" onclick="removeUrl(${index})">×</button>`;
+        container.appendChild(tag);
+      });
+      
+      // Re-add the add button
+      container.appendChild(addButton);
+    }
+
+    // Remove URL from white list
+    function removeUrl(index) {
+      currentWhiteList.splice(index, 1);
+      updateWhiteListDisplay();
+    }
+
+    // Add new URL to white list
+    function addNewUrl() {
+      const url = prompt('Enter new URL:');
+      if (url && url.trim()) {
+        currentWhiteList.push(url.trim());
+        updateWhiteListDisplay();
+      }
+    }
+
+    // Copy file path to clipboard
+    function copyFilePath() {
+      if (navigator.clipboard && navigator.clipboard.writeText) {
+        navigator.clipboard.writeText(generatedFilePath).then(function() {
+          alert('File path copied to clipboard!');
+        }).catch(function() {
+          fallbackCopy();
+        });
+      } else {
+        fallbackCopy();
+      }
+
+      function fallbackCopy() {
+        const textArea = document.createElement('textarea');
+        textArea.value = generatedFilePath;
+        document.body.appendChild(textArea);
+        textArea.select();
+        document.execCommand('copy');
+        document.body.removeChild(textArea);
+        alert('File path copied to clipboard!');
+      }
+    }
+
+    function updateProgress(current, total) {
+      const percent = Math.floor((current / total) * 100);
+      document.getElementById('progress-bar').value = percent;
+      document.getElementById('progress-text').textContent = `${percent}% (${current}/${total})`;
+    }
+
+    function finishSuccess() {
+      const filePathInfo = document.getElementById('file-path-info');
+      filePathInfo.innerHTML = `<strong>Generated file:</strong> ${generatedFilePath}<br><small>📝 Copy the file path and open it directly in your browser for proper CSS styling.</small>`;
+      document.getElementById('success-message').classList.remove('hidden');
+      document.getElementById('confirm-section').classList.add('hidden');
+      document.getElementById('progress-container').classList.add('hidden');
+    }
+
+    // Add Account Info (open persistent browser)
+    document.getElementById('account-btn').addEventListener('click', async function() {
+      const btn = this;
+      const original = btn.textContent;
+      btn.innerHTML = '<div class="spinner"></div>Opening...';
+      btn.disabled = true;
+
+      try {
+        const resp = await fetch('/api/add_account_info', {method:'POST'});
+        const data = await resp.json();
+        if (data.status === 'success') {
+          alert('A browser window has been opened. Please log in and then close the window when finished.');
+        } else {
+          alert('Error: ' + (data.error || 'unknown'));
+        }
+      } catch(err) {
+        alert('Network error: ' + err.message);
+      } finally {
+        btn.textContent = original;
+        btn.disabled = false;
+      }
+    });
+  </script>
+</body>
+</html>
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