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dechantoine/README.md

Hi there 👋 I'm Antoine Déchappe, Lead ML Engineer

As an end-to-end ML Engineer, I'm driven to solve complex problems and unlock the value hidden within them. I possess the soul of a treasure seeker, powered by a strong mathematical background, technical agility, and interpersonal skills. My journey in Data Science & Machine Learning began nearly 10 years ago in my bedroom. It has since progressed through earning an MSc. in AI from the University of Glasgow and a MSc. in Statistical Engineering from Mines Douai. I continue to pursue this path with the same intellectual curiosity and freshness.

  • 🔭 As Lead ML Engineer at @UpStreamPay, I drive the technical vision for AI & ML and guide our project strategy from ideation to production. I am accountable for the delivery of profitable models, while also mentoring the team and defining the technical best practices that enable us to scale.

  • 🤖 My current focus is on automation through AI Agents.

  • 🕵️ I also have solid experience in fraud detection, having built models to protect both users and revenue.

  • 🫥 My not-so-secret favorite topic is Reinforcement Learning, I would love to apply its principles on a genuine industrial project.

  • 🥸 Fun fact about me: I used to think GANs were the next big thing and studied a lot about them... now I aim for more stable training curves.

  • 🎓 I am a certified Google Cloud Professional Machine Learning Engineer & and continually sharpen my skills by earning new GCP skillsboost badges.

  • ❓ Whant to know more about me ? Visit my website !

  • 🛠️ Tools & technologies I master :

arduino bash docker fastapi git github-actions gcp langchain llamaindex linux mysql opencv pandas plotly python pytorch scikit_learn seaborn spacy streamlit tensorflow transformers vertexai

  • 🛠️ Tools I am learning this year:

cuda

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  1. explainable-chess-engine explainable-chess-engine Public

    Python 9 1

  2. fun-with-llms fun-with-llms Public

    Jupyter Notebook

  3. quick-rag quick-rag Public

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  4. databricks/lilac databricks/lilac Public archive

    Curate better data for LLMs

    Python 1.1k 105

  5. llm-benchmark llm-benchmark Public

    Python