Projects
Technical work
Selected projects spanning agentic AI orchestration, production marketing automation, and AI-native product development.
Master OS
Custom AI operating system spanning 7 business domains and 9 git repos. Phase 6 hybrid orchestration: parallel-by-brand ticket executors, hooks-deterministic trust boundaries, pre-merge-gate CI, and daily wiki distillation. 241 passing tests, A 19/19 system_doctor in production.
Outcome: Running daily — full session loop, multi-brand parallel dispatch, compounding wiki.
Read case study →UMANO Meta Ads System
Automated Meta Ads campaign intelligence layer for UMANO, a music events and record label brand. Campaign structure analysis, performance signal extraction, and AI-driven creative rotation recommendations. Integrates with Meta Ads API and feeds structured reports into the Master OS knowledge base.
Outcome: Production — recurring campaign analysis feeding weekly strategic decisions.
Sandbox Labs
Content and curriculum engine for AI-native learning. Includes the Chill'n AI Portal — a student-facing AI assistant product in active development with an external collaborator. Backend orchestration via Claude Code agents; content pipeline producing structured learning artifacts at scale.
Outcome: Portal in development. Content pipeline shipped and producing weekly artifacts.
AIQuantify
Live algorithmic trading system operating in a hard-isolated environment. The Master OS enforces a four-layer silo: settings.json deny-list, rules file, PreToolUse hook, and runtime safety guard. AI assistance is strictly limited to outcome review and strategy — never execution or data access.
Outcome: Live — operating under full silo enforcement with no AI execution access.