I design security tools, experiment with numerical algorithms, and build small systems in Rust, Python, and shell. This site is the public home for that work: open projects under Fox Hackerz, short notes on math and crypto, and a lightweight self-hosted lab API.
Projects · Writing · Lab · What I’m doing now
Focus
Security
Offensive tooling, automation, and pragmatic systems hardening.
Mathematics
Numerical methods, number theory, and computational experiments.
Systems
Rust, Python, and shell — reliable small tools and services.
AI / LLMs
Local inference, wrappers, and practical model tooling.