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Machine Learning Engineer & Technical Leader

🛠 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)

📚 Education: Centrale Nantes - Master of Science: Signal Processing & Statistics.

🗂 Professional Journey:

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

🔍 Learning: Currently looking at Robotics, Evolutionary Computing & Metaheuristics, Conflict-free Replicated Data Types (CRDTs)

Featured Content 📝

Tech Stack 🛠️

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 🔗

f-paupier amiabl

quote

Credits

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

Frαnçois's Projects

4wd icon 4wd

LK COKOINO 4WD Car Base

actual icon actual

A local-first personal finance system

alertdispatcher icon alertdispatcher

Collect events from a SQLite database, create message from a protobuf schema definition and publish events to a Kafka topic.

alertingress icon alertingress

Ingress alerts for the Pi Mask Detection project. Read records from a Kafka topic and persist them to a PostgreSQL database.

amundsen icon amundsen

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

atom icon atom

:atom: The hackable text editor

cells_counting icon cells_counting

Counting cells in a blood smear using convolution as the pattern matching strategy

ddia-references icon ddia-references

Literature references for “Designing Data-Intensive Applications”

dispatch icon dispatch

All of the ad-hoc things you're doing to manage incidents today, done for you, and much more!

dpbenchmark icon dpbenchmark

Benchmark runtime and memory footprint of three Fibonacci implementations

face-mask-detection icon face-mask-detection

Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras

gopl icon gopl

Solutions to K&D's The Go Programming Language exercises

grpc icon grpc

The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

grpc.io icon grpc.io

Repository for the gRPC website and documentation

jszip icon jszip

Create, read and edit .zip files with Javascript

label-studio icon label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

langchain icon langchain

🦜🔗 Build context-aware reasoning applications

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