The path
From foundations to companies.
A timeline of the work that shaped the craft — systems, products, and the companies built along the way.
01
2026
Building in public, shipping in production
Independent + studio work
Running product work and client platforms in parallel — refining craft around clarity, speed, and systems that survive contact with users.
02
2025
On-device ML & final-year depth
Applied machine learning
Pushed classifiers to the edge: quantization, native preprocessing, and explainability that does not break the offline path.
03
2024
Founded a product house
Brand + platform
Launched a brand platform alongside engineering studies — payments, catalog, and content owned end to end.
04
2023
Systems foundations
C, data structures, ML coursework
Built the low-level and ML foundation that still shapes how products get designed today.