The operations years and the engineering years aren’t as separate as they look on paper. Both come
down to the same habit: don’t trust an unverified result, find where the system actually breaks,
and be straight about what still doesn’t work.
AI & Agentic SystemsAgentic Engineering & AI Coding Tools (Claude Code, Antigravity/AGY) · Empirical Test Harnesses & AI Verification · LLM API Integration & Automated Workflows
DevOps & AutomationGit / GitHub · CI/CD (Cloudflare Pages, Netlify) · Windows Task Automation · Scheduled Data-Refresh Engines & Validation Rails
Hardware / IoTESP32 Firmware (C / ESP-IDF) · ESP-NOW & BLE Protocols · I2C & SPI Sensor Networks · RF Signal Processing (WiFi-CSI) · 3D Printing & CAD (OpenSCAD)
LanguagesPython (scraping, data pipelines, automation) · JavaScript / TypeScript · SQL · HTML5 / Modern CSS
Operations & LeadershipFull P&L Responsibility · Teams of up to 100 People · Vendor & County Permitting · Emergency Safety & Medevac Planning
Web & DataAstro v5 (Content Collections & SSG) · REST APIs & API Reverse-Engineering · Technical SEO & Schema.org JSON-LD · Leaflet.js & MarkerCluster Mapping · JSON & SQLite Data Architecture