Every project here is a different layer of the same problem: making AI reliable in production. The coordination infrastructure manages the agents. The analytics intelligence makes data actionable without dashboards. The automation pipeline eliminates the manual work between systems. The products — Prometheus, Prettify, ClientEngine — put that infrastructure in front of users who need outcomes, not tools. The layers build on each other, and each case study is a record of what it took to make one of them actually work.
Context architecture and failure pattern recognition for agentic AI: MCP servers, CLI orchestration, tmux-based session management, SQLite coordination databases, and cross-session task delegation. Complex debugging: 6+ hours → 2 hours.
Analytics data from GA4, Facebook Pixel, and Microsoft Clarity flows through BigQuery ETL into Slack channels. One architect built the intelligence layer that an entire organization queries daily — no dashboards, no analyst queue, no context switching.
End-to-end automation infrastructure connecting email intelligence, webhook orchestration, and LLM-powered classification. 10+ n8n workflows coordinate across Slack, Gmail, calendar, and CRM — turning manual processes into autonomous pipelines.
AI career coaching that starts with the job, not the resume. Output is always f(career_data, job_description) — the JD is the anchor, career data is provenance-tracked against it. Full-stack SaaS on Claude API with a free tier powered by open LLM APIs.
LLM output comes out as markdown. Prettify turns it into a document a human would actually hand to another human — themed PDFs via browser print, ATS-optimized DOCX via the docx library. Zero server-side AI required. Shares editor DNA with Prometheus Careers.
Fractional CTO for nonprofit preserving globally renowned Japanese-American artist legacy. Built the entire technical platform — 523-page site serving 30K+ annual visitors, Stripe donation pipeline, analytics infrastructure filtering 92% bot traffic, and museum partnership integrations worldwide.
Service businesses lose deals in the follow-up gap — the owner is on a job site when the lead calls. An n8n + Claude qualification agent responds in under 60 seconds, qualifies through conversation, and books appointments before the competitor answers. A 3-person team at 10-person capacity.