Things I wrote

I implemented a Gaussian Process Latent Variable Model on the Lorentz hyperboloid from first principles — Lorentz geometry, hyperbolic kernels, Riemannian optimization, and a two-phase training trick that made the geometry actually work. Based on Jaquier et al., ICML 2024.

From a single hook and a bird sprite to three games on PyPI — the full story of building claude-arcade: terminal access, unbeatable CPUs, nested curses bugs, and what Unicode block characters can do.

I applied Riemannian Flow Matching to robot manipulability ellipsoids and ran it against two baselines. The geometric method didn't win — and that turned out to be the interesting finding.

A deep dive into how GitLab built an automated testing framework using Semgrep to write and validate vulnerability detection rules for static analysis — published on the GitLab blog.

Personal reflections and lessons from shadowing a senior engineering leader at GitLab — on management, engineering culture, and working in an async-first remote company.

A guide on navigating the GSoC application process — finding the right org, writing proposals, and getting selected. Written from first-hand experience contributing to GitLab in 2021.