Case studies with receipts.
Each project is its own entity — context, problem, architecture, result, and stack.
Selected engagements
Real systems work with measurable outcomes.
2025 · Lead systems architect
SchemaForge CMS
Schema-driven content publishing for multi-tenant sites
Publish errors dropped 40%. Mean time to recover from a bad content release fell from 2.1 hours to 18 minutes. New tenant onboarding time moved from weeks to a two-day scaffold.
2025 · Architecture lead
AgentOps Runner
Deterministic evaluation harness for AI agent workflows
Eval variance across identical runs dropped below 1%. Production agent regressions fell from ~8/month to 1/month.
2024 · Principal engineer
Typebridge API
End-to-end type safety from Zod to OpenAPI to clients
Contract-related incidents fell 78%. SDK lag dropped from nine days to same-day.
2023 · Systems architect
Lakehouse Ledger
Structured audit-trail infrastructure for regulated data pipelines
Quarterly audit prep dropped from three engineer-weeks to four engineer-days. Lineage lookup latency stayed under 200ms p95.