Skip to content
View Dref360's full-sized avatar
307 followers · 59 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

Block or report Dref360

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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 Loading

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

    Bayesian active learning library for research and industrial usecases.

    Python 873 86

  2. kharon kharon Public

    Simplify Secure App Sharing

    Python 4

  3. spectral-metric spectral-metric Public

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

    Python 44 4

  4. 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 19.3k 2.7k

  5. ServiceNow/azimuth ServiceNow/azimuth Public

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

    Python 66 5

  6. fastapi-dependency-tutorial fastapi-dependency-tutorial Public

    Real-life example of Dependency Injection using FastAPI

    Python 4