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fpaupier/README.md

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Machine learning engineer & Technical leader

πŸ›  Core Competencies:

  • Machine Learning Workflow Design & Optimization
    • Natural Language Processing (NLP) & Computer Vision (CV)
    • Model training, deployment & monitoring - PyTorch, LabelStudio, MLFlow, DVC
  • Distributed Data Processing & Scalable Architectures (docker, docker-compose, kubernetes)
  • Cloud Computing (Scaleway, AWS, GCP)
  • Full-Stack Development
    • Backend (Python, FastAPI, gRPC)
    • Frontend (Vanilla JS/HTML, React)

πŸ“š Education: Centrale Nantes - Master of Science: Signal Processing & Statistics.

πŸ—‚ Professional Journey:

  • ML Engineer & Eng. manager @ French DoD
  • Freelance ML Engineer
  • ML Engineer @ Schneider Electric, Boston, MA
  • Data Engineer @ Kpler, Paris

πŸ” Learning: Currently looking at Robotics, Game Theory, Evolutionary Computing & Metaheuristics, Conflict-free Replicated Data Types (CRDTs)

Featured Content πŸ“

Tech Stack πŸ› οΈ

My favorite tool is the one that's right for the job at hand. Still, I've developed a particular affinity for some.

git ubuntu unix react npm javascript PostgreSQL SQLAlchemy SQLite python Pandas C++ Qt aws gcp Docker Go

Connect πŸ”—

f-paupier amiabl


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Credits

Banner designed using the github profile header generator, octocat shaped with the myOctocat creator.

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  1. sidecar-pattern_tf-serving sidecar-pattern_tf-serving Public archive

    Introducing model_poller, a sidecar container for tensorflow/serving.

    Python 8 2

  2. tensorflow-serving_sidecar tensorflow-serving_sidecar Public archive

    Serve machine learning models using tensorflow serving

    Python 44 21

  3. cancerous_cells_scans_processing cancerous_cells_scans_processing Public archive

    Predict survival time from PET scans

    Python 9 6