Bilal FAYE

PhD in Artificial Intelligence | Researcher | Educator | AI Vision & NLP Specialist.

📍 Saint Denis, France | ✉️ biljolefa@gmail.com | LinkedIn

Academic Years

Machine Learning & Deep Learning – 56h/year

Introduction to Deep Learning, CNNs, OCR, Object Detection
Generative Models (VAEs, GANs, Diffusion), Optimization of LLMs, RAG, Agent-based AI

SAE Projects Supervision – 2 major projects

OCR System Implementation using CNNs and Tesseract OCR – 25h
Multi-Agent RAG: Multilingual RAG system with Mistral & LLaMA, autonomous agents – 25h

Efficient Development with Python – 17h

Python scripting, automation, clean coding practices

Object-Oriented Programming – 42h

Java: Encapsulation, inheritance, polymorphism, applied exercises

Application Maintenance – 17.6h

Debugging, refactoring, performance optimization, maintainability

Machine Learning & Deep Learning – 64h/year

Focus on advanced architectures, optimization techniques
Topics: Self-supervised learning, Reinforcement Learning, Vision-Language models (CLIP, Generative Agents)
Project: GPT Fine-Tuning, RAG with LLaMA and Mistral

SAE Projects Supervision – 6 groups (4 students each)

Projects on age & gender recognition using CNNs
Mobile voice assistant using NLP & speech recognition

Machine Learning & Deep Learning – 64h/year

Topics: Generative AI, Transformers, LLMs, VAEs, GANs, Diffusion Models
Hands-on: GPT fine-tuning, RAG system building

SAE Projects Supervision – 6 groups (4 students each)

Chatbots for domains (Medical, Finance, Science)
Multilingual RAG system using LLaMA & Mistral

Software Architecture & API Development – 32h: REST APIs with Spring Boot, full-stack app, authentication & database integration
Programming: Java & JavaScript – 32h: Object-oriented principles, DOM manipulation, interactive UIs

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