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Hi there 👋 I'm Fred!

I'm an applied research scientist working primarily on Bayesian active learning, uncertainty estimation, and explainability. I want to make AI works for everyone and I believe that it starts with better practices around dataset creation and model inference.

I'm slowly learning frontend development with React 🚀 and I have strong skills as a backend developer (FastAPI, Dask, HuggingFace, Pytorch).

Opensource

I'm a strong believer in opensource, I was chairman at Keras before co-founding Baal, an active learning library. Recently, I worked on opensourcing Azimuth, an error analysis tool for text classification.

I'm looking for new projects to contribute to, please contact me if you need some help! I am learning more about the HuggingFace 🤗 and Pytorch Lightning ecosystems which I find fantastic!

Ask me about anything related to (fair) deep learning and open-source!

My socials:

Frédéric Branchaud-Charron's Projects

arc-pytorch icon arc-pytorch

PyTorch implementation of Attentive Recurrent Comparators

azimuth icon azimuth

Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.

coco icon coco

MS COCO API - http://mscoco.org/

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

east icon east

A tensorflow implementation of EAST text detector

fairlearn icon fairlearn

A Python package to assess and improve fairness of machine learning models.

image_dispatcher icon image_dispatcher

The goal of this repo is to make a complete image data augmentation pipeline.

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

kharon icon kharon

Share private applications safely and securely

lightning-flash icon lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

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