Hello! I do work in the areas of machine learning, physics, and software development. I also work on improving methods for testing scientific/research software, and am a maintainer for the Hypothesis testing library. I am passionate about education, and created the CogWorks course at the MIT Beaver Works Summer Institute as well as the website Python Like You Mean It.

Libraries for accelerating and improving ML research

• hydra-zen: Making Hydra more pythonic and easier to use at-scale for ML workflows and expriments
• responsible-ai-toolbox: PyTorch-centric library for evaluating and enhancing the robustness of AI technologies.

Other open source projects

• MyGrad: Drop-in automatic differentiation for NumPy
• noggin: A simple tool for logging and plotting metrics in real time
• custom_inherit: inheriting and merging docstrings in customizable ways (my first ever open source project!)

Tutorials

• Property-based testing tutorial (with co-author Zac Dodds)