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303 followers · 59 following

Achievements

Achievement: Galaxy BrainAchievement: Pair Extraordinairex2Achievement: YOLOAchievement: Starstruckx3Achievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor
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Achievements

Achievement: Galaxy BrainAchievement: Pair Extraordinairex2Achievement: YOLOAchievement: Starstruckx3Achievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor
BetaSend feedback

Organizations

@GlowstickAI @baal-org @Hugging-Face-Helping-Hand
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Dref360/README.md

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:

Pinned

  1. baal-org/baal baal-org/baal Public

    Bayesian active learning library for research and industrial usecases.

    Python 832 82

  2. spectral-metric spectral-metric Public

    Code for the CVPR 2019 paper : Spectral Metric for Dataset Complexity Assessment

    Python 44 4

  3. huggingface/datasets huggingface/datasets Public

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

    Python 18.4k 2.5k

  4. baal-org/baal-dashboard baal-org/baal-dashboard Public

    Tracking UI for Baal experiment building on MLFlow server.

    TypeScript 1

  5. ml-starter-api ml-starter-api Public

    Starting API for machine learning projects

    Python 4 1

  6. ServiceNow/azimuth ServiceNow/azimuth Public

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

    Python 54 2