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liliandoublet/README.md

Hi, I'm Lilian Doublet 👋

Python SQL Power BI Hugging Face AWS FastAPI Docker MLflow Agentic AI RAG Cloud Computing

Data / AI professional based in Paris.
I build production-grade NLP and machine learning systems, and I turn technical work into clear value for business stakeholders.

🔭 Open to Data Analyst, Data Scientist and AI Engineer roles, with a focus on data consulting.


🛠️ Tech stack

Languages: Python, SQL, DAX

ML / NLP: scikit-learn, Hugging Face Transformers (CamemBERT), Time Series Forecasting (ARIMA, SARIMA, LSTM)

GenAI / LLM: Retrieval-Augmented Generation (RAG), Anthropic Claude API, Gemini API, ChromaDB, Ollama

Data viz: Power BI (star schema modeling)

Cloud / Infra: AWS (Lambda, S3, EventBridge), Docker, FastAPI, Streamlit

MLOps: MLflow, Git, GitHub Actions (CI), pytest, pre-commit, ruff, uv


📌 Featured projects

sherlock: Production-grade French NLP pipeline. Built with uv, Pydantic, Typer CLI, loguru, MLflow, CamemBERT, pytest and GitHub Actions CI.

camembert-discours-politique: CamemBERT fine-tuning for French political discourse classification. 15,000+ texts, F1 macro 0.63 (thesis graded 87/100).

techradar: Serverless AWS agent (Lambda, S3, EventBridge) that scrapes and summarizes tech news with the Anthropic Claude API, delivered via SendGrid.

askmydocs: RAG assistant for querying your own documents. Built with ChromaDB, the Gemini API and a Streamlit / Docker stack.

HR-Dashboard: HR analytics dashboard built in Python during my Data Analyst internship at Crédit Mutuel Alliance Fédérale (HR Digital Transformation team).

newflights: Airfare optimization app. React / TypeScript / Vite frontend, FastAPI backend.


📫 Get in touch

LinkedIn Email Location

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  1. askmydocs askmydocs Public

    RAG assistant to query your own documents, built with ChromaDB, the Gemini API and a Streamlit / Docker stack.

    Jupyter Notebook

  2. HR-Dashboard HR-Dashboard Public

    HR analytics dashboard built in Python during my Data Analyst internship at Crédit Mutuel Alliance Fédérale (HR Digital Transformation team).

    Python

  3. newflights newflights Public

    Airfare optimization app with a React / TypeScript / Vite frontend and a FastAPI backend.

    Python

  4. sherlock sherlock Public

    Production-grade French NLP pipeline (CamemBERT) with a clean uv / Pydantic / Typer architecture, MLflow tracking and GitHub Actions CI.

    Python

  5. techradar techradar Public

    Serverless AWS agent that scrapes and summarizes tech news with the Gemini API, delivered by email.

    Python