Saber Chess Coach
An AI-augmented chess coach that revealed—and helped solve— a deep problem of positional drift in reasoning systems using ladder logic and production-style root cause analysis.
Read the Case Study →I turn complexity into clarity. I build alongside AI — not beneath it. I'm a security professional and systems thinker who collaborates with multiple AI models to design tools, debug drift, and explore the deeper pattern behind logic, emotion, and performance.
My work is built around a multi-model team: Orin (ChatGPT) for planning, Claude Sonnet for implementation, and Gemini 3 Pro for debugging and QA. Together we form a production loop that turns theory into tested systems.
I've managed real-world security operations, staffing, and crisis-level logistics. Those same skills now power my engineering mindset: spotting drift, finding root causes, and stabilizing complex systems under pressure.
An AI-augmented chess coach that revealed—and helped solve— a deep problem of positional drift in reasoning systems using ladder logic and production-style root cause analysis.
Read the Case Study →A local-first performance tool inspired by Process Lasso, tailored for gaming environments like Star Trek Online, with CPU affinity, rule-based behavior, and evolving features.
Explore StarDrive →A planned advisor that reads combat logs, applies a YAML rules engine, and suggests build improvements for high-end STO gameplay based on real performance data.
See the Vision →