My Projects
Architectural Project Management
Complete SaaS solution for an architecture agency with project management, finances, automatic report generation and audio transcription via Whisper.
Local Food Detection
AI model capable of detecting components in an image of local Beninese dish. Fine-tuning of a YOLO model with 75% accuracy.
Optimal Route Search
Application calculating the best route with voice recognition, BERT-based NLP and Dijkstra algorithm for pathfinding.
Autonomous Taxi Agent (RL)
Reinforcement learning project to train an autonomous taxi agent. Comparison of several algorithms with focus on DQN.
Waste Sorting Conveyor (RL)
Robotics challenge with AI to control a conveyor sorting waste by color. PPO implementation achieving 95% accuracy.
Architectural Image Generator
Proprietary application with Stable Diffusion fine-tuning to generate architectural images respecting the agency's unique style.
HOMEPEDIA — Real Estate Estimation
Data-driven platform combining ML and open data to estimate real estate prices per m² by French department. FastAPI REST API with 10 thematic endpoints.