I've built transaction processing systems for banks, consulting frameworks at Ernst & Young, GPS tracking platforms from the ground up, and the infrastructure behind a Silicon Valley company that grew from a small team to a $2 billion public company. Enterprise systems, SaaS platforms, real-time data pipelines, payment systems — the kind of software where getting it wrong costs real money.
That background taught me where businesses leak money — not in theory, but in the operational gaps between systems, processes, and people. Now I build AI systems that find those gaps and fix them. I test every new AI capability as it ships, separate what works from what just demos well, and turn it into production systems that capture revenue your business is currently leaving on the table.