based in Munich. I build and break systems, most interested in cyber security and LLM / ML systems.
- horkos: from-scratch, cross-platform anti-cheat / DRM proof of concept. Async Rust server that scores client telemetry and owns the ban decision; C/C++ kernel & usermode sensors for Windows, Linux and macOS; hardware attestation and an LLVM obfuscation toolchain. Research PoC, untested on real hardware.
- tap: algorithmic paper-trading bot for US equities. TypeScript monorepo: a strategy library with a backtesting engine and a Next.js dashboard. Educational, paper trading only.
- Brevet: a cert-prep learning platform I'm designing and building with AI tooling (React · Supabase). In development.
Rust · TypeScript · Python · C / C++ · Linux · Next.js · Supabase
Interests: cyber security, LLMs & ML systems, low-level / systems programming.

