3 KiB
3 KiB
Grégoire Mureau
AI Engineer | M.Sc. AI & Data Science (OpenClassrooms)
Self-hosted infrastructure. This Forgejo instance is part of my homelab (k3s on a NAS) — a sovereign alternative to GitHub.
The repositories listed under this user account are mostly homelab / infra. The OpenClassrooms master work lives in a dedicated organization (not in the personal-repo list — Forgejo does not pin org repos on a user profile the way GitHub does).
Master AI Engineer — OpenClassrooms
Organization: openclassroom-ai
GitHub mirrors (same names): github.com/GrgMdmn
| # | Project | Forgejo | Live |
|---|---|---|---|
| 2 | Paris trees (Pandas, Folium) | oc-p02-paris-trees | — |
| 3 | OpenFoodFacts (cleaning, PCA, ANOVA) | oc-p03-openfoodfacts | — |
| 4 | Credit scoring (LightGBM, SHAP, LIME) | oc-p04-credit-scoring | — |
| 5 | Olist customer segmentation (RFM, K-means) | oc-p05-customer-segmentation | — |
| 6 | Product classification (NLP + CV) | oc-p06-product-classification | — |
| 7 | Sentiment analysis (LSTM, DistilBERT, FastAPI) | oc-p07-sentiment-api | demo |
| 8 | Street vision (U-Net, FPN) | oc-p08-street-vision | demo |
| 9 | Street vision PoC (SegFormer vs FPN) | oc-p09-street-vision-poc | demo |
| 10 | Content recommendation | oc-p10-content-recommendation | — |
| 11 | Big data fruits (PySpark, EMR) | oc-p11-bigdata-fruits | — |
| 12 | Fashion-Insta project framing | oc-p12-fashion-insta | — |
ML demos landing page: api.gregoiremureau.com/ml/
Stack
| Area | Technologies |
|---|---|
| Orchestration | Kubernetes (k3s), Helm, Kustomize |
| CI/CD | Forgejo Actions (GitHub Actions compatible) |
| ML | TensorFlow, PyTorch, SegFormer, Word2Vec, MLflow |
| Infra | Traefik, MinIO, Nextcloud, PostgreSQL, Redis |
| LLM | Ollama, Open WebUI, RAG |
Links
- Website: gregoiremureau.com
- GitHub: github.com/GrgMdmn
- LLM demo: llm.gregoiremureau.com