Interested in low-level optimization for AI on Apple Silicon. Currently writing Metal Shading Language kernels for state space models.
- mamba-metal — Mamba selective scan in MSL (Python)
- mamba-metal-swift — Swift port + iOS demo
- mamba-vs-transformer-edge — on-device benchmarks
- Blog · LinkedIn
🗓️ 2026-05-17 💬 "There is no failure except in no longer trying." — Elbert Hubbard

