Experience.

• Built predictive CI test selection for BootyBayBroker: a dependency graph plus an AI model’s judgment. Replaying 110 failed runs, it caught 94 of 110 failing test files while running a median 13.7% of the suite’s test files. It has chosen the tests in CI since September 21, 2026.
• Built 20 Claude Code plugins and MCP servers, 11 in my current catalog and 11 ported to Codex CLI, including the open-source anti-slop scanner (85 rules, MIT).
• Run retrieval memory for coding agents across 21 projects: a self-hosted vector search service with embeddings and reranking, and an AI-judged job that flags stale memories.
• Built and operate BootyBayBroker: 184 World of Warcraft realms in four regions, 14,000+ active users in 30 days (Aug 17–Sep 15, 2026), and 2.69 billion retail price rows compressed 16.5×. Cut cold item-page loads from 9.8 s to 0.64 s.
• Launched Limerino, a native Twitch chat app for iPhone, in June 2026: 2,700 active users (September 2026) and a 4.7-star App Store rating.
• Building SteadySignal, a privacy-first iPhone app that shows continuous glucose monitor readings on the device only. It is in external TestFlight beta, and ten CI policy gates enforce its no-network and display-only rules.
• Run CI/CD on 63 self-hosted GitHub Actions runners across Linux, Windows, and macOS for 17 repositories.

Real-time C++ on embedded Linux and VxWorks, from intern to Senior Test Engineer: latency work through code and network-protocol changes, test-coverage gains on a large C++ codebase, and performance validation under high-traffic network simulation. I also built backend services and full-stack tools, and containerized AWS deployments with Docker and Kubernetes.