Abdel ATIA Abdeltoto

👤 WHO AM I

const ABDEL_ATIA = {

    education: {
        degrees: ["PhD (Biopharmaceutics)", "DMV (Veterinary Medicine)"],
        certifications: [
            "IBM RAG & Agentic AI — 8-course specialization",
            "Harvard CS50 — 7 courses completed"
        ]
    },

    coding: {
        started: "Childhood — self-taught since day one",
        evolution: "BASIC → C → Python → AI/ML → RAG & Agents",
        experience: "15+ years"
    },

    stats: {
        countries_visited: 64,
        continents_explored: 4,
        certifications_earned: 8,
        papers_read_yearly: 300,
        coffee_dependency: "CRITICAL ☕"
    },

    superpower: "I speak the language of cells, Python, AND LLMs.",
    motto: "Automate the boring. Amplify the human."

} as const;

Certified by

🌍 64
_Countries

🏆 8
_{Certifications}

📚 300+
_Papers/Year

☕ ∞
_Coffees

🔬 My Journey — From childhood coder to AI architect

🧒 The Origin

+ 👦 Fell in love with code as a child
+ 🖥️ Self-taught out of pure curiosity
+ 📚 From BASIC to modern languages

🎓 The Academic

+ 🦁 DMV — Treated lions in Africa
+ 🧬 Biopharmacist — Molecular research
+ 📜 PhD — Biopharmaceutical sciences

🚀 The AI Evolution

+ 💻 Fusing Biology + Code
+ 🤖 AI Systems Engineer
+ 🎯 IBM + Harvard (2025-2026)

The Common Thread: Code has been with me since childhood. Biology gave me scientific rigor. AI lets me fuse it all together.

🌐 OPEN SOURCE CONTRIBUTIONS

_{My OMML→MathML converters (radical/sqrt, group char, phantom, n-ary, eqArr, accents, pre-sub, limits) are in the v1.27.0 stable release notes.}

_{Snapshot: April 26, 2026 · Totals from author:Abdeltoto is:pr is:merged · 16 PRs merged into third-party repos + 1 on my own public repos (below)}

Code reviews posted on third-party OSS

scikit-learn/scikit-learn

#33819 — DOC: Note alpha_per_target incompatibility with cv in RidgeCV
_{Reviewed a documentation fix on the world's most-used classical-ML library — clarifying that RidgeCV's alpha_per_target is incompatible with custom CV splitters. Caught the missing versionadded directive and suggested cleaner phrasing.}

HKUDS/RAG-Anything

_{Substantive technical reviews on community PRs in the all-in-one RAG framework — kwarg forwarding, multimodal storage propagation, and subprocess timeout safety. Approvals + actionable nits left for upstream maintainers.}

#258 — fix: forward system_prompt parameter in aquery_with_multimodal
_{Ensures the system_prompt override is propagated through the multimodal async query path so callers can actually customise it. Approval + nits.}
#247 — fix: pass entity_chunks / relation_chunks storages to merge_nodes_and_edges _{(fixes #241)}
_{Without it, downstream merge calls silently dropped the chunk-level KG storages and broke retrieval. Approval + actionable nits.}
#250 — fix: pass entity_chunks_storage and relation_chunks_storage to all merge_nodes_and_edges calls
_{Companion fix to #247 — ensures every call site forwards the chunk storages, not just the first one. Cross-checked the call graph and confirmed no remaining leaks.}
#254 — fix: add timeout parameter to MinerU subprocess to prevent indefinite hang
_{Subprocess-safety fix — the MinerU CLI invocation could hang forever on bad PDFs and freeze whole pipelines. Suggested making the timeout configurable instead of hard-coded.}

superdoc-dev/superdoc

_{Built the full OMML → MathML conversion layer: equation arrays, matrices, n-ary operators, group characters, phantoms, accents, pre-sub-superscripts, and box/borderBox containers. Enables Word math equations to render natively in the browser. Featured in the v1.27.0 stable release notes (2026-04-17).}
_{#2754 · #2753 · #2752 · #2751 · #2750 · #2749 · #2748 · #2747}

palantir/palantir-mcp

_{Fixed cross-platform compatibility — Palantir's MCP server couldn't spawn on Windows. Added shell: true to the npx child process, unblocking all Windows developers.}
_#25

DeepCritical/DeepCritical

_{Implemented a full MCP server for MAFFT multiple sequence alignment — bridging bioinformatics tooling with the AI agent ecosystem. Allows LLM agents to run protein/DNA alignments autonomously.}
_#231

microDM/ProBioPred

_{Modernized the project scaffolding — added pyproject.toml, CONTRIBUTING.md, and .gitignore to make this probiotic prediction tool pip-installable and contributor-friendly.}
_#1

Awesome Bioinformatics & Computational Biology

_{Enriched two major curated lists used by thousands of researchers — added Scanpy (the standard scRNA-seq toolkit) and EvoDiff (protein generation via diffusion models).}
_{Awesome-Bioinformatics #127 · awesome-computational-biology #50}

elabftw/elabftw

_{Hardened account-creation security in the most popular open-source ELN — removed the Sysadmin option from the user-creation dropdown and added a Cypress regression test. Closes #6781.}
_#6786

senaite/senaite.com

_{Clarified the public Docker quick-start docs for the SENAITE LIMS — explicit 2.x rolling tag guidance and confirmation that no latest tag is published. Reduces a real onboarding footgun for lab IT teams.}
_#2

rmindel/gsd-for-cursor

_{Fixed broken hooks path — the Cursor IDE adaptation was still pointing to ~/.claude/ instead of ~/.cursor/, causing silent failures for all Cursor users.}
_#3

PyLabRobot/pylabrobot

_{Hardened the thermocycler driver in this hardware-agnostic Python liquid-handling library — raises an explicit error when hold-time data is unavailable instead of silently returning incorrect values, preventing protocol execution against bad state.}
_#1010

Abdeltoto/vllm-omni_AA

_{#1 — [CI/Build] Add L5 stability and reliability test framework}

🎯 WHAT I BUILD

RAG Systems
_{Documents → Knowledge → Action
Hybrid search, re-ranking, citations}

AI Agents
_{Multi-agent orchestration
ReAct, MCP, autonomous workflows}

Bioinformatics
_{FASTQ → Species identification
16S rRNA, BLAST, metagenomics}

Production APIs
_{FastAPI, Docker, K8s
Scalable, monitored, responsible}

🏆 CERTIFICATIONS & CREDENTIALS

🤖 IBM RAG & Agentic AI Professional Certificate

8-Course Specialization | Advanced Level

🎓 Harvard CS50 — The Complete Journey

7 Courses Completed | Full-Stack Computer Science Curriculum

🎓 CS50x             — Introduction to Computer Science        ✅
🐍 CS50P             — Programming with Python                 ✅
🗄️ CS50 SQL          — Introduction to Databases               ✅
🤖 CS50AI            — Artificial Intelligence with Python      ✅
🌐 CS50W             — Web Programming with Python & JS        ✅
📊 CS50R             — Programming with R                      ✅
🔒 CS50 Cybersecurity — Introduction to Cybersecurity           ✅

timeline
    title 🎯 Certification Journey
    2025 : 🎓 CS50x — Computer Science
         : 🐍 CS50P — Python Programming
    2026 : 🗄️ CS50 SQL — Databases
         : 🤖 CS50AI — Artificial Intelligence
         : 📊 CS50R — R Programming
         : 🌐 CS50W — Web Programming
         : 🔒 CS50 Cybersecurity
         : 🤖 IBM RAG & Agentic AI — 8 Courses
         : 🚀 More coming soon...

🛠️ TECH ARSENAL

🤖 AI Frameworks & Agentic Systems

🧠 LLM Models & APIs

🗄️ Vector DBs & Retrieval

🐍 Python Ecosystem

📊 Data Science & Machine Learning

🌐 Web, APIs & UI Frameworks

⚙️ Infrastructure & Cloud

📡 Databases, Monitoring & MLOps

🧬 Bioinformatics & Research (PhD)

🚀 PROJECTS IN PRODUCTION

🔍 Enterprise RAG Platform

Stack:
  - LangChain + LangGraph
  - Pinecone + Cohere Rerank
  - GPT-4.1

Features:
  ✅ Multi-source ingestion
  ✅ Hybrid search (dense + sparse)
  ✅ Self-correcting RAG
  ✅ Citation & provenance

Impact: "90% faster research"

🤖 Multi-Agent Research System

Stack:
  - LangGraph + CrewAI
  - Claude 4 + GPT-4.1
  - Custom Tools + MCP

Agents:
  ✅ Researcher (literature)
  ✅ Analyst (data)
  ✅ Writer (synthesis)
  ✅ Critic (review)

Impact: "20h/week automated"

🧬 SeqDNA 16S — DNA Sequencing Platform

Stack:
  - Python + Flask (SPA)
  - NCBI BLAST+ & SILVA 138.2
  - Chart.js + fpdf2 reports
  - SQLite + Auth multi-users

Features:
  ✅ 16S rRNA metabarcoding pipeline
  ✅ Paired-end R1+R2 assembly (Phred)
  ✅ PERMANOVA, ANOSIM, PCoA, Bray-Curtis
  ✅ Rarefaction curves & taxonomic trees
  ✅ PDF reports + BIOM 1.0 export
  ✅ SaaS: Free / Pro / Admin plans

Impact: "FASTQ → Species ID in minutes"

⚡ Intelligent Pipelines

Stack:
  - Airflow + Docker
  - PostgreSQL + Redis
  - Custom monitoring

Features:
  ✅ Self-healing workflows
  ✅ Anomaly detection
  ✅ Auto-scaling
  ✅ Real-time alerts

Impact: "Zero manual intervention"

📊 GITHUB ANALYTICS

💡 PHILOSOPHY & ⚠️ KNOWN BUGS

class DevPhilosophy:

    RULES = [
        "If you do it more than twice → automate it",
        "Clarity beats cleverness. Always.",
        "Ship fast, iterate faster, learn fastest",
        "Good code is code that can be deleted",
        "The best prompt is the one you never write twice"
    ]

    MOTTO = "In the name of the Prompt, the Model, and the Holy Iteration 🙏"

    def daily_standup(self) -> str:
        return """
        ☕ Coffee.init()
        💻 Code.write()
        🐛 Bugs.hunt()
        🚀 Features.ship()
        📚 Papers.read()
        🔄 Repeat()
        """

- ⚠️ CaffeineDependency: System unstable below 3 cups
- ⚠️ TabOverflow: 50+ browser tabs is "normal"
- ⚠️ RefactorLoop: "Quick fix" → 5h rewrite
- ⚠️ CertificationAddiction: 8 and still collecting

+ ✅ RAGObsession: Building retrieval systems 24/7
+    (working as intended)
+ ✅ AgentAddiction: Creating AI agents for everything
+    (feature, not bug)
+ ✅ HarvardEffect: Now explains everything with O(n)
+    (feature)
+ ✅ CS50Completionist: All 7 CS50 courses done
+    (definitely not a bug)

📡 LET'S CONNECT

Built with ☕ + 🐍 + 🤖 | Certified by +

Last update: April 26, 2026

No GPU was harmed in the making of this profile.

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