I build end-to-end data solutions, from data pipelines and machine learning to MLOps and AI applications.
Currently looking for opportunities as a Data Scientist or Data Engineer.
Data Science — Crime Trend Analysis & Forecasting in France
End-to-end Data Science project covering data preparation, feature engineering, model benchmarking, time-series validation, MLflow experiment tracking and model deployment.
Python · Pandas · Scikit-learn · LightGBM · MLflow · FastAPI · Streamlit · Docker
Data Engineering & MLOps — Automated News Classification
End-to-end MLOps platform covering data versioning, model training, API serving, monitoring, automated retraining and CI/CD.
Python · Airflow · Docker · FastAPI · MLflow · Prometheus · Grafana · Evidently AI · GitHub Actions
Data Engineering & Machine Learning — Real-Time Fraud Detection
Real-time fraud detection pipeline combining ETL workflows, machine learning and live transaction scoring from streaming data.
Python · Airflow · Machine Learning · ETL · Streaming · Docker
AI / GenAI — Multilingual RAG for Job Matching
RAG system matching candidate profiles with France Travail job offers using multilingual embeddings, vector search and LLM-based scoring.
Python · PostgreSQL · pgvector · Sentence Transformers · Mistral · Airflow · FastAPI · Streamlit · Docker
Data Science
Python · Pandas · NumPy · Scikit-learn · LightGBM · XGBoost · MLflow
Data Engineering
Python · SQL · ETL/ELT · Apache Airflow · PostgreSQL · Docker · Data Pipelines
AI & MLOps
Machine Learning · NLP · RAG · LLMs · Embeddings · Vector Search · FastAPI · Prometheus · Grafana
Applied Data Science and Data Engineering projects covering machine learning, analytics, forecasting and data applications.
AI engineering, MLOps and data architecture projects developed as part of the Artificial Intelligence Architect certification.
- Data Science Designer & Developer — RNCP35288
- Artificial Intelligence Architect — RNCP38777