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309 followers · 61 following

Achievements

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

Achievements

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

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:

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  1. baal-org/baal Public

    Bayesian active learning library for research and industrial usecases.

    Python 895 87

  2. kharon Public

    Simplify Secure App Sharing

    Python 4

  3. spectral-metric Public

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

    Python 45 4

  4. 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 20k 2.8k

  5. ServiceNow/azimuth Public

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

    Python 68 7

  6. fastapi-dependency-tutorial Public

    Real-life example of Dependency Injection using FastAPI

    Python 4

135 contributions in the last year

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Activity overview

Contributed to Dref360/kharon, Dref360/nightline, baal-org/baal and 7 other repositories
Loading A graph representing Dref360's contributions from April 14, 2024 to April 17, 2025. The contributions are 65% commits, 18% issues, 12% pull requests, 5% code review. 5% Code review 18% Issues 12% Pull requests 65% Commits

Contribution activity

April 2025

Dref360 has no activity yet for this period.
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