Software Engineer & Architect
Former European Karate Champion and MMA fighter, now bringing that same fighter intensity to engineering. I build AI agents, creator commerce, and high-throughput distributed systems.
Try ask what are you working on or experience. Arrow keys recall history.
Fast moves, real exits, and the boundaries where automation meets money and risk.
A sample. From hackathon wins to production systems cutting real cost.
Persistent memory system for AI coding assistants. Hooks into Claude Code lifecycle events, runs a background daemon to capture context, and compresses code via AST parsing.
Production-ready semantic caching that cuts LLM API costs. Local embeddings drive real-time vector search on Redis, with smart evergreen classification and topic-based partitioning.
Safety-first transit companion that processes real Toronto crime incidents into an interactive 3D mapping interface.
Enterprise-grade AI data analysis. Turns natural language queries into Pandas / NumPy code and live visualizations.
Cross-platform habit-tracking PWA built for daily consistency.
Intelligent squad optimization using genetic algorithms to maximize chemistry and rating under budget.
Self-improving AI framework that dynamically creates and manages its own runtime tools.
I move fast, I commit, and I do not flinch at the boundaries where consistency, cost, and risk collide. If that is your kind of problem, reach out.