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: The first implementation step and the tradeoff that made it worth shipping.
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: How the problem surfaced, what the evidence showed, and why the old path stopped holding up.
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: Why the chosen direction fit the constraint better than patching around the edges.
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: A practical overview of the system, the constraint that shaped it, and the work flow behind the build.
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 problem surfaced, what the evidence showed, and why the old path stopped holding up.
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: A practical overview of the system, the constraint that shaped it, and the work flow behind the build.