CV

The detail, stop by stop.

Experience

AI/ML Engineer · Missia · Work-study September 2023 – October 2026

Fine-tuned LLMs/Transformers (HuggingFace Trainer API) and computer vision models (YOLOv8, VideoMAE) on AWS SageMaker Spot, reproducible experiments tracked in MLflow
Built data pipelines: annotation (FiftyOne, SQLite), embeddings, batch processing, RAG-ready
Served models via FastAPI inference APIs, CI/CD with GitHub Actions, Docker multi-arch (AMD64/ARM64), GHCR
Deployed real-time edge inference on Jetson Orin NX (ARM64): action recognition and fall detection, ONNX export, TensorRT/CUDA optimization, privacy by design
Day-to-day AI-native development: Claude Code (MCP, agents, spec-driven workflows) for generation, refactoring, review, and tests

AI Developer · GoodBarber · Internship April – June 2023

Built a semantic search engine (sentence-transformers, embeddings, chunking) integrated into a Django backend, exposed through a REST API
Integrated an LLM into a Python backend (proof of concept), unit tests, Docker

Department Manager · Fnac · Permanent April 2015 – September 2023

Managed the High Tech and after-sales service team across 2 stores, up to 13 people: active recruitment, oversaw ongoing training (e-learning progress, product briefings after trade shows)
Cascaded my director's sales objectives to the team, covering both products and services (insurance, extended warranty)
Managed inventory against the two metrics my director held me accountable for: volume and shrinkage rate (damaged products)
Delivered the best sales figures relative to store size in my first two years

LLMs & GenAI: LLMs, RAG, LangChain, LangGraph, Qdrant, Fine-tuning, Prompt Engineering, HuggingFace Transformers, Sentence-transformers
Backend & APIs: Python, FastAPI, Django, REST APIs, Streamlit, Pytest
MLOps & Infra: Docker, CI/CD, GitHub Actions, MLflow, AWS SageMaker, Optuna
Computer Vision: YOLOv8, VideoMAE, PyTorch, OpenMMLab, RTMPose, Pandas, ONNX, TensorRT, CUDA
Leadership & Collaboration: Team Leadership (8 yrs), Ownership and Autonomy, Cross-functional Communication, Decision-Making Under Pressure

French (native) · English (professional)