Software Development for Data Scientists (CSE 583)
Class, , 2025
TA for the Software Development for Data Scientists class at UW
Teaching
Speed Up Your Code by 50x: A Guide to Moving from NumPy to JAX
Tutorial, PyCon 2025 Pittsburgh, 2025
I created and taught (alongside my brother!) participants about various features from Jax that allowed me to speed up my code by over 100x. All the materials are open and can be found at numpy-to-jax
Accelerating Python with JAX
Tutorial, Special Tutorial, eScience Institute, 2024
Instructor for course on Accelerating Python with Jax. I created all the material: Numpy to Jax, answered questions, and guided participants
Encrypted Machine Learning
Tutorial, AAAI 2024 Vancouver, 2024
I led the hands-on discussion and code walkthrough where attendees were given a hands-on introduction to FHE-backed Machine Learning. I started with a naive first-pass implementation, then walked them through how they might optimize their own code, leading us to an optimized logistic regression implementation
Software Carpentry
Workshop, Software Carpentry 2024, eScience Institute, 2024
Assistant for Software Carpentry in Python