Orange County, California / AI / computational mathematics
AI, mathematics, and beautiful complexity.
I work on AI systems, computational mathematics, open research, multimodal media understanding, local-first intelligence, and the strange places where theory turns into working machinery. I live in Orange County, California, which is the best place in the entire fucking world.
Current work
Open problems, intelligent systems, and weird machinery.
The through-line is simple: make complicated work visible, inspectable, and useful.
bigcompute.science
Open mathematical experiments on Zaremba, Ramsey R(5,5), Kronecker coefficients, class numbers, Hausdorff spectra, Flint Hills, and related problems.
Convergent-7B
An AI research companion shaped around computational number theory, mathematical exploration, and the BigCompute knowledge base.
corpus-mill
Local multimodal media intelligence for understanding long-form video across speech, scenes, faces, music, brands, and meaningful moments.
Research signal
Mathematics as a living system.
BigCompute treats computational results as public research objects: framed claims, context, review trails, caveats, and machine-readable structure. The goal is not to overclaim proof. The goal is to make expensive exploration auditable enough that people and agents can build on it.
That work also feeds AI. Convergent turns the research corpus into a domain-specific assistant that can reason about findings, explain mathematical context, and suggest next experiments.
Themes
The stuff that keeps recurring.
The projects change, but the obsessions are stable: intelligence, computation, mathematics, media, autonomy, and systems that stay understandable.
Writing and talks
Public notes from the frontier.
Some of it is polished. Some of it is raw lab-notebook energy. That is the point.
BigCompute findings
Claim-by-claim computational findings with review ledgers, data links, and reproduction notes.
ReadAI agents
Early thoughts on agentic interfaces, local AI, and the shift away from menu-driven software.
ReadOlder writing
Site notes, engineering posts, radio oddities, and the occasional technical rabbit hole.
BrowseContact
Bring hard problems.
I am interested in AI systems that touch the real world, mathematical computation that deserves more room to breathe, and interfaces that make complex work feel navigable.