Introduction

Contact Information

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About Me

I am an AI and Data Science Engineering student at ENSAM Rabat, passionate about building intelligent, scalable, and human-centered AI systems. My interests include AI engineering, large language models, and multimodal systems. I am highly motivated to contribute to projects, collaborate with teams, and learn through hands-on development.

Tech Stack

AI / Machine Learning

• Python
• PyTorch
• scikit-learn
• NumPy
• Pandas

LLMs & AI Systems

• LangChain
• FastAPI
• ChromaDB
• Vector Databases

Computer Vision

• CLIP
• CNNs
• OCR (Tesseract)

Backend & Systems

• JavaScript
• Streamlit
• Docker
• PostgreSQL
• SQLite

Featured Projects

Orwin – Intelligent Conversational Agent

• Developed an agentic RAG system using LangGraph and ChromaDB
• Implemented semantic intent analysis and personalized ranking
• Built a FastAPI backend for low-latency inference

Sepsis Early Detection

• Created an ML pipeline using Gradient Boosting
• Engineered time-series features
• Achieved high performance on imbalanced clinical datasets

Multimodal Semantic Search Engine

• Developed a search engine using CLIP and OCR
• Implemented hybrid search: metadata and vector similarity
• Built an interactive dashboard with Streamlit

Experience

AI Engineering Intern – Ministry of Agriculture (MAPMDREF)

• Built a multimodal semantic search engine
• Developed OCR pipelines and vector-based retrieval
• Deployed exploration dashboards for large datasets

Vice President – Fatal Error Club (ENSAM Rabat)

• Led the technical roadmap
• Co-organized the CURSOR Meet-up (190+ participants)

Location and Collaboration

📍 Rabat, Morocco 🇲🇦

⭐ Always open to collaboration, research ideas, and impactful AI projects.