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Principal Engineer
TechCorp · 2021 — Present
Lead platform and AI/ML initiatives. Shipped RAG pipelines and agent tooling used by 50+ product teams.
Staff Software Engineer
BigTech Inc · 2016 — 2021
Full-stack ownership of billing and growth. Drove migration to event-driven architecture and real-time analytics.
Senior Software Engineer
StartupXYZ · 2012 — 2016
Built core product from scratch: APIs, dashboards, and ML-based recommendations. Grew team from 3 to 12 engineers.
Software Engineer
Agency & early-stage · 2005 — 2012
Full-stack web and mobile projects. PHP, Java, then Ruby and JavaScript. Led front-end standards and accessibility.
Focus areas
Internal AI platform
RAG + tool-use agents · 2023 — Present
Designed and shipped retrieval-augmented pipelines and agent frameworks used across product teams. Reduced time-to-prototype from weeks to days.
semantic-search
TypeScript, Python, pgvector · Open source
Semantic search over docs using embeddings and hybrid retrieval. Used as reference for internal RAG stack.
agent-sdk
Python, LangChain, OpenAI · Internal
SDK for building tool-calling agents with observability and guardrails. Adopted by 20+ services.
platform-dashboard
React, Go, Kafka · 2022
Real-time platform health and cost dashboard. Replaced legacy reporting and cut incident detection time significantly.
design-system
React, Storybook, Figma · Open source
Accessible component library and design tokens. Used by 5 product teams and external partners.
Links
MSc Computer Science
State University · 2003 — 2005
Thesis on distributed systems and early neural networks.
BSc Mathematics & CS
Tech Institute · 1999 — 2003
Double major. Graduated with distinction.
Building production RAG
Conf 2024 · Talk
From prototype to production: indexing, retrieval, and evaluation. Video and slides on my site.
react-aria-hooks
GitHub · Maintainer
Accessibility-focused hooks for forms and keyboard nav. 2k+ stars, used in design-system.