Use the filters below to move through production lessons, architecture decisions, AI workflows, product systems, and operating notes from shipped work.
Built BEACON, a natural-language interface to a live PostgreSQL/Airflow warehouse so executives could ask operational and financial questions directly instead of waiting on analysts or static dashboards: What shipped, what changed operationally, and what still needed to be watched after delivery.
Built BEACON, a natural-language interface to a live PostgreSQL/Airflow warehouse so executives could ask operational and financial questions directly instead of waiting on analysts or static dashboards: The final build step before the system was ready to ship and operate.
Built an AI layer over the coaching sales funnel that read a student's board-exam performance, recommended the right coaching, and handled early qualification automatically — with a defined hand-off to human advisors: The first implementation step and the tradeoff that made it worth shipping.
Built BEACON, a natural-language interface to a live PostgreSQL/Airflow warehouse so executives could ask operational and financial questions directly instead of waiting on analysts or static dashboards: How the implementation kept moving without adding avoidable complexity.
Built an AI layer over the coaching sales funnel that read a student's board-exam performance, recommended the right coaching, and handled early qualification automatically — with a defined hand-off to human advisors: Why the chosen direction fit the constraint better than patching around the edges.
Built BEACON, a natural-language interface to a live PostgreSQL/Airflow warehouse so executives could ask operational and financial questions directly instead of waiting on analysts or static dashboards: The next build step, with the constraint that shaped the design.