Repositories

Repositories

Code I maintain or contribute to, grouped by context.

Alien Intelligence

Public repositories from my work at Alien — test beds and integrations; more open up as they mature.

  • alien-crm

    MCP server integrations for Folk CRM and Lemlist — agent-driven CRM and outreach workflows.

AI-enhanced professional

Repositories where AI agents accelerate my own working loop — built and maintained agent-first.

Mobility

Open-source mobility projects I helped shape as contributor and designer (not the main coder) at La Fabrique des Mobilités.

  • fabmob/mob

    moB (Mon Compte Mobilité) — open-source digital platform for mobility services, incentives, and users.

  • fabmob/dataviz-30-veli

    Dashboards and notebooks for the 30 LEV field trial — telematics pipeline + usage analytics.

OpenClassrooms — AI Engineering

The OpenClassrooms AI Engineer path (graduating 2026) — the formal credential behind the practice above. Each project is an end-to-end engineering exercise (need → data → architecture → industrialisation → evaluation), not a model-training demo. Start with LexFR-Embed, the capstone.

  • lexfr-embed

    Capstone — French legal-domain text embedder (sentence-transformers + LoRA), evaluated on BSARD: NDCG@10 0.240 → 0.292 (+0.052; 95% CI excludes zero; reproduced ×3). Open-source (Apache-2.0) with a soutenance report; open model release to follow.

  • oc14-medical-triage-llm

    Bilingual FR/EN LLM fine-tuned (SFT + LoRA, then DPO) into a human-in-the-loop emergency-triage decision-support agent — vLLM/FastAPI serving on RunPod, GDPR-scoped anonymisation, leakage-audited evaluation.

  • oc12-checkit-pipeline

    Multimodal (text + image) data pipeline for fake-news detection — extraction, corpus-building, and a normalise / load-to-PostgreSQL layer (Airflow-orchestrated).

  • oc11-rl-eagle1

    Reinforcement learning — from tabular / DQN agents to a PPO LunarLander-v3 landing mission, with a hyperparameter sweep.

  • OC10-brainscan-ai-semi-supervised

    Semi-supervised brain-tumour detection from MRI — using unlabelled scans to cut labelling cost.

  • OC7-RAG

    RAG system for cultural-event recommendations (Savoie, Haute-Savoie, Isère).

  • oc6-linkedin-lead-scoring

    MLOps — LinkedIn lead scoring with FastAPI, MLflow, automated deployment.

  • oc5-deploy-ml

    Deploying an ML model to production.

  • oc4-hr-attrition

    HR-attrition classifier — EDA, feature engineering, model comparison.

  • Classifiez_automatiquement_des_informations_DELABIE_Ghislain

    Auto-classification of tickets — NLP pipeline with embeddings + supervised head.