Architecting
the Impossible
AI Engineer, systems thinker, and relentless problem solver. Building agentic workflows and enterprise software that makes humans slightly nervous.
Featured Work
AXON
Production-minded AI orchestration that turns Jira tickets into reviewed pull requests with no human trigger required at the start of the flow.
PREDICTIVE PLATFORM
A large-scale prediction platform built for Fortune 500 environments, connecting raw operational data to machine learning models and business-facing insights.
CORTEX DATA LAKE
A massive-scale Azure data platform built to support automated ingestion, complex transformation, real-time analytics, and the operational backbone of BI.
Latest Logs
AI Assistants Need Receipts,
Not Confidence.
Useful AI assistants should show evidence, sources, assumptions, and uncertainty instead of asking users to trust polished answers.
Prompts Are Production Assets.
Prompts in production AI systems should be versioned, reviewed, tested, owned, and released with the same discipline as other behavior-changing assets.
Shadow Mode Is Where AI Agents Grow Up.
Before giving AI agents production authority, run them beside the real workflow, compare decisions, and learn where trust actually holds.
Need a system architect?
Let's build autonomous workflows and production AI systems that survive contact with reality.