Use the filters below to move through production lessons, architecture decisions, AI workflows, product systems, and operating notes from shipped work.
Built an in-house live-streaming and engagement platform to replace Zoom for live instruction, integrated directly into the LMS, supporting 2,000+ concurrent users per session at ~30% lower streaming cost: The first implementation step and the tradeoff that made it worth shipping.
Led the rebuild of a four-product-line certification SaaS that had outgrown its architecture, while running the engineering organization that delivered it: What the project proved about the system and what should carry forward into the next build.
Built an in-house live-streaming and engagement platform to replace Zoom for live instruction, integrated directly into the LMS, supporting 2,000+ concurrent users per session at ~30% lower streaming cost: Why the chosen direction fit the constraint better than patching around the edges.
Built, solo, a multi-tenant SaaS that turns messy optical insurance and reimbursement logic into a rules engine opticians can follow: The next build step, with the constraint that shaped the design.
Led the rebuild of a four-product-line certification SaaS that had outgrown its architecture, while running the engineering organization that delivered it: What shipped, what changed operationally, and what still needed to be watched after delivery.
Built an in-house live-streaming and engagement platform to replace Zoom for live instruction, integrated directly into the LMS, supporting 2,000+ concurrent users per session at ~30% lower streaming cost: How the problem surfaced, what the evidence showed, and why the old path stopped holding up.