About my work

Researching technical systems from first principles.

I research local AI infrastructure, systematic trading, and technical systems. The work combines practical experiments, benchmarks, software, and clear explanations of how the underlying systems behave.

Local AI

Hardware, models, and inference.

Guides and interactive explanations for choosing hardware, understanding model architecture, and running models locally.

Research

Systematic trading evidence.

Reproducible experiments on market regimes, filters, execution, and where intuitive ideas fail against data.

Projects

Tools that make research repeatable.

Local-first software for collecting evidence, testing hypotheses, and keeping technical decisions inspectable.