· Case studies

Systems that changed business physics.

Selected engagements where research, infrastructure, AI, and product engineering translated into measurable operating leverage.

Transforming a massive, unstructured Cisco bug database into an intelligent system that understands symptoms and returns holistic machine insights.

Rebuilding failing deliverability infrastructure with intelligent segmentation and campaign automation to improve conversion economics.

Building a custom Rust IMAP client and distributed infrastructure for hundreds of thousands of email accounts at commodity hardware cost.

Ready to build the hard part?

Every useful engagement starts with understanding the technical constraint that is holding the business back.