Code Intelligence & MCP Server
Built static-analysis tools and an MCP server that gave AI coding agents full codebase understanding — cutting task completion time by 4.7x.
12 projects across AI, enterprise systems, and deep-systems research.
Built static-analysis tools and an MCP server that gave AI coding agents full codebase understanding — cutting task completion time by 4.7x.
Invented a UI-tree capture pipeline that generated 715 reliable chatbot actions in one month — where months of manual effort had produced only 3.
Evolved a production chatbot from naive RAG to autonomous AI agent over 14 months — each architecture shift doubling answer quality.
Stabilized an 8-year-old .NET + Angular monolith and won approval for a multi-million-CHF modernization roadmap.
Delivered a secure, full-stack data bridge for Officeatwork — designed, built and deployed solo in just four weeks.
Engineered a high-throughput microservice in .NET and Onion Architecture — went live with zero downtime handling 100,000+ API calls on day 1.
Maintained and hardened a production kernel driver that transparently encrypts every file touch-point for Fortune 500 and government clients.
18 bots, 8 repos, 3 languages — fully autonomous gold farming from behavior tree execution to eBay fulfillment, zero detections in 6 years.
Bootstrapped a 100k-view/day micro-service forum platform and evolved it into a revenue-positive product playground.
Built a Windows-kernel-aware exploitation lab that pressure-tests commercial anti-cheat engines and reveals zero-day bypasses.
Reverse-engineered the Windows kernel input stack to build an undetectable driver for a commercial gaming client.
Coded a full ray-casting 3D engine from scratch in 4 weeks to generate synthetic worlds for robotics SLAM research.
I build AI systems, MCP integrations, RAG pipelines, and enterprise modernization tooling.
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