From complex operations to clear product decisions.
I turn ambiguous business needs into product direction, executable work, and evidence-backed decisions. Military command, teaching, coaching, and operations shaped how I work: establish intent, define responsibility, and make the evidence for the next decision visible. In my own products, I set the direction and decide what ships and when; agents handle routine release work within those limits.

Products shaped from decision through delivery.
These case studies show how I frame product problems, structure delivery, and remain accountable for the decisions around the work.
Arc Katalyst
A behavioral coaching platform spanning mobile, web, and backend, reaching private beta in 28 weeks on a one-operator team. The case study covers the product decisions, delivery approach, and early observations from the work.
Apparel E-Commerce Platform
A live supply-chain and e-commerce platform managing approximately 600 SKUs, processing approximately 450 orders each month, and supporting orders across four countries. The case study follows the move from disconnected tools to one operational lifecycle.