Work

7 sheets · 3 live

Every entry is a real system, written as a case file: what was broken, what I decided, what I rejected, and what the outcome actually was. The decisions are the point; the figures are support, and each figure names its source and the date it was captured.

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03 RoUniverse An autonomous publishing platform for Roblox guides and code lists. The codes index currently tracks 417 codes across 592 games, and the same pipeline runs a second brand on its own domain. 417 · codes tracked with source and check date Production · ad-funded Two brands live 2026
04 LoveMyFile A suite of 18 PDF tools, 11 image tools and 11 utilities that processes files entirely on the device, so there is no upload path and no server compute that scales with usage. 40 · browser-side tools shipped Production · privacy-first Live · 40 tools 2026
05 HustleNumbers A static suite of 38 calculators and three document generators for freelancers, consultants and marketplace sellers — built with no framework and no server at all. 38 · public tool pages Production · ad-funded Live · tax tools held back 2026
06 IRIS Intelligent Rice Integrated System: an IoT water-level reading, the safe-AWD stage rules, the official rain forecast, a five-class leaf screen and a plot assistant in one human-reviewed workflow. It recommends; the farmer or extension officer decides. 0.9784 · held-out accuracy, five-class leaf screening (public dataset, n = 1,621) Research prototype · three-person team, development solo Prototype · field validation pending 2026
07 LittleStory An early-childhood documentation app: the teacher speaks about the day, the server transcribes and structures it into per-child observation cards and a plan for tomorrow, and nothing reaches a child's record without the teacher reviewing and saving it. 178 / 78 · app and server tests green in the project's last recorded cycle Competition prototype · ICIECCE 2026 · team entry, development solo Working prototype · teacher study planned 2026
08 StickHive A course-notes app for students in several roles at once: type it, paste messy text and let the AI structure it, or record a lecture. It reads the campus Moodle schedule so the AI knows real deadlines and course names instead of guessing them. 3 · input methods: manual, AI-structured paste, voice or upload Competition prototype · INSPIRE 1.0 · team entry, development solo Competition prototype 2026
09 ClipAI An autonomous pipeline that read a long recording, chose the segments worth keeping, cut and reframed them, burned synchronised subtitles and published to three platforms. It worked, and I stopped it after six months. 6 months · built and operated Discontinued · stopped by decision Discontinued — the premise did not hold 2025