I design and build deterministic systems that operate under real-world constraints — from high-volume data pipelines to game AI, simulations, and tooling.

I specialize in turning complex, constraint-heavy problems into maintainable, observable systems.

• Backend-heavy application logic and data pipelines
• Performance-critical SQL and data modeling
• Simulation, automation, and AI decision systems
• Developer tooling and visualization for debugging complex behavior

My professional work involves real world large-scale operational systems.
Public repositories focus on tooling, simulations, and exploratory systems.

• High-throughput SQL Server development
• Data validation, sequencing, and state management
• Set-based refactors of legacy procedural logic
• Observability-driven design (debug flags, traceability, visual validation)

• Unity-based AI behavior systems (navigation, avoidance, prioritization)
• Swarm and group behavior modeling
• Runtime patching and instrumentation (Harmony / BepInEx)
• Deterministic decision logic over heuristic black boxes

• Browser-based simulations (Canvas / WebGL)
• Shader-driven visual debugging
• Interactive tools to reason about invisible systems

• Deterministic systems are easier to debug than clever ones
• Make behavior visible before optimizing it
• Replace procedural sprawl with data-driven pipelines
• Prefer correctness and observability over premature abstraction
• Refactor toward simplicity, not minimal lines of code

C# · SQL · Python · Lua · Bash

SQL Server · PostgreSQL · MySQL · Oracle · SQLite
High-volume stored procedures · query optimization · schema design

Unity · ECS concepts · Harmony · BepInEx
AI navigation · behavior systems · procedural logic

HTML · CSS · Canvas · WebGL · Shaders

Linux · Azure · Git · GitLab · CI/CD
Developer tooling · automation · scripting

• Simulation and visualization experiments
• Game automation and AI behavior tooling
• Performance-oriented refactors and utilities
• Exploratory projects for testing system ideas