Use the filters below to move through production lessons, architecture decisions, AI workflows, product systems, and operating notes from shipped work.
Led the rebuild of a four-product-line certification SaaS that had outgrown its architecture, while running the engineering organization that delivered it: The final build step before the system was ready to ship and operate.
Built, solo, a multi-tenant SaaS that turns messy optical insurance and reimbursement logic into a rules engine opticians can follow: The first implementation step and the tradeoff that made it worth shipping.
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: A practical overview of the system, the constraint that shaped it, and the work flow behind the build.
Led the rebuild of a four-product-line certification SaaS that had outgrown its architecture, while running the engineering organization that delivered it: How the implementation kept moving without adding avoidable complexity.
Built, solo, a multi-tenant SaaS that turns messy optical insurance and reimbursement logic into a rules engine opticians can follow: Why the chosen direction fit the constraint better than patching around the edges.
Led the rebuild of a four-product-line certification SaaS that had outgrown its architecture, while running the engineering organization that delivered it: The next build step, with the constraint that shaped the design.