Portfolio
Production AI systems, data science, and compliance
EvalRAG Framework
Production RAG evaluation framework. Regression testing, golden dataset design, faithfulness/relevance metrics, RAGAS integration.
RAG Pipeline Kabeen
Deployed production RAG system processing 100k+ documents. -80% latency via hybrid search, re-ranking, Qdrant, Langfuse monitoring.
NER Travel Order
CamemBERT fine-tuning for French named entity recognition. BIO tagging, token classification, 413 annotated travel order sentences. Production-ready extraction pipeline.
On-Device Moderation
Three-tiered on-device AI architecture (MobileNetV2 → MobileNetV3 → ViT-Video). Real-time chat safety, edge deployment, minimal latency.
E-Invoicing Factur-X
French e-invoicing compliance (QR PDP standards). LLM-assisted data capture, multi-role agent exploration, production pipeline.
Chest X-Ray Classifier
Deep learning CNN for medical imaging classification. Data augmentation, transfer learning, production-ready model serving.