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ilyasFardaouix/README.md

Introduction

Contact Information

Profile Views

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.

Pinned Loading

  1. Reconnaissance-Faciale-Eigenfaces Reconnaissance-Faciale-Eigenfaces Public

    Système de contrôle d'accès par reconnaissance faciale utilisant Eigenfaces (PCA)

    Python 1 1

  2. VisualIndexer VisualIndexer Public

    Python 1

  3. Sepsis-Detection Sepsis-Detection Public

    Machine learning pipeline for early sepsis detection using gradient boosting

    Python 1

  4. TESTCOURSE TESTCOURSE Public

    First test

    1

  5. YouTube-Sentiment-Analysis YouTube-Sentiment-Analysis Public

    Python 1

  6. darija-dataset-builder darija-dataset-builder Public

    Multi-source pipeline for building large-scale Moroccan Darija NLP datasets.

    Python 1