Not all at once - just a slow accumulation of unclear handoffs, manual steps that never got documented, and decisions that live in someone's head instead of a system. By the time it's visible, it's already costing you throughput, clarity, and energy. I fix that. I'm a Senior AI & Systems Architect with decades of experience building and modernizing systems in environments where reliability and thr
oughput actually matter - from engineering teams at Cadence, Teradyne EDA, and HighWire Press to founders and small expert teams running lean operations today. What I do best is translate messy, real-world workflows into clear architecture — then stay forward-deployed through implementation so the system actually gets adopted and used. That last part matters more than most people expect. My focus areas:
- Designing AI-enabled workflows that reduce operational friction and cognitive load
- Mapping decision flows into concrete processes, data models, and automation
- Bridging the gap between senior stakeholders and technical execution
- Modernizing internal tooling without bloating the stack
Through my consulting practice, High Performance Life Matrix, I work with founders, coaches, consultants, and small expert teams on exactly this. My signature engagement — the Simplified Systems Sprint — takes one messy business process and turns it into a documented, repeatable system in 7 days. I'm also open to senior architecture and engineering roles where I can bring this same combination of systems thinking, hands-on problem solving, and forward-deployed execution to a larger team. If your operations are technically "working" but execution still feels heavy - that's the problem I solve. If you're a founder who's tired of being the system, send me a DM and tell me what's breaking down.
