I fix production systems before they cost you users or revenue.
Principal AI Architect & Fractional CTO. I help startups and enterprises ship complex AI features, stabilize messy backends, and scale with Zero-Trust security.
Engineered at scale for:
The most dangerous phrase in the AI era is
"we'll figure it out as we go."
No Hallucinations in Finance
LLMs are bad at math. I build "Thinking Agents" that use deterministic Python execution layers to verify every number before it hits your ledger.
No "Vibe Coding" Security
I implement Zero-Trust architecture and Row-Level Security (RLS) from Day 1. Your AI agent should never have DELETE permissions on your production database.
No Bloated Teams
Pragmatic engineering over architectural nirvana. Delivery over purity. One Senior Architect using AI tools can out-ship a team of juniors. I optimize for "Founder-Speed" and low overhead.
How I Help
Bridging the gap between Agile Innovation and Enterprise Stability.
Complex Feature & AI Development
Architecting robust backend features and enterprise RAG pipelines that are observable, secure, and ready for real users.
Critical Bug & Firefighting
Isolating root causes quickly, fixing failing deployments, and implementing safeguards so the system stays stable.
Architecture Refactoring
Refactoring legacy code and 'vibe-coded' MVPs into clean, scalable backends built in Go, Python, or Node.js.
Selected Work
Production systems engineered for scale and security.
Built a Zero-Trust agent using Vertex AI + Python that detects margin leakage by recalculating invoice line items against contracts with 99.9% math accuracy.
Architected a multi-tenant hiring marketplace with automated Stripe Connect split-payments and complex candidate scoring algorithms.
Deal Sourcing Engine
Engineered automated data pipelines that ingest government permit data to identify off-market commercial opportunities before they hit public boards.
Career Experience
15+ years engineering high-availability systems.
Senior Software Developer
Built Amazon Alexa SDK in Go, supporting Business Digital Assistant platform in delivery of fast and secure response to user. Designed and built omni-voice platform, supporting all Comcast Business SMB clients.
Senior Backend Engineer
Built robust backend services in Golang to handle high-throughput marketing campaign data. Championed CI/CD best practices and automated testing suites.
Engineering Lab Manager
Managed the delivery of secure financial software, ensuring compliance with strict banking regulations and OWASP standards.