Use the filters below to move through production lessons, architecture decisions, AI workflows, product systems, and operating notes from shipped work.
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: What the project proved about the system and what should carry forward into the next build.
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: What shipped, what changed operationally, and what still needed to be watched after delivery.
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 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: 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: The next build step, with the constraint that shaped the design.
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.