Query AI Services
This project automates image segmentation through the Hugging Face API to classify clothing styles and power similarity-based recommendations.
AI Projects
Projects completed as part of the OpenClassrooms AI Engineer program, from experimentation to production deployment.
ML - Forecast Building Energy Demand
A supervised forecasting project for building energy demand, comparing models to deliver reliable estimates.
ML - Automatically Classify Information
HR profile classification to anticipate attrition risk, using an interpretable approach aligned with business decision-making.
Deploy an ML Model as an API
Production deployment of the HR model as a REST API, with data persistence and a deployment pipeline.
MLOps - Part 1
First MLOps milestone on a credit-scoring use case, with MLflow experiment tracking and standardized training workflows.
Design a RAG System
Design of a RAG system and e-tourism chatbot that answers business questions using documented and traceable context.
MLOps - Part 2
End-to-end MLOps industrialization with automated builds, data extraction, profiling, inference testing & DataDrift analyzing.
AI Project Scoping
Upfront scoping work to clarify business value, risks, governance, and delivery roadmap for an AI initiative.
ML - Semi-Supervised Approaches for Image Processing
A semi-supervised medical Deep Learning imaging approach to reduce labeling effort while maintaining prediction quality.
RL - LunarLander Landing Agent
A reinforcement learning agent trained for LunarLander, with performance tracking and a demo interface.
Multimodal Data Extraction Pipeline
A multimodal ETL pipeline (text + image) orchestrated with Airflow, with PostgreSQL storage and KPI dashboards.
AI Chess Opening Assistant
An AI assistant for chess openings, combining Stockfish and semantic retrieval to suggest contextual moves.
Fine-Tune Your Own LLM
LLM fine-tuning with LoRA, for patient triage in emergency. Serving through vLLM and FastAPI, with audit and CI for reliable rollout.
Sparrow - Bird Detector
A personal project. An outdoor Raspberry Pi + microphone sensor streams audio to an inference server using BirdNET-Lib and the BirdNET model to detect nearby bird species.
