Built by 3form

Products

A closer look at the engineering behind the advisory work — built, not just proposed.

IoT & WMS

Warehouse Traceability & FEFO Alerting

Extended an open-source warehouse platform with lot/expiry (FEFO) tracking, low-stock and expiry alerts, and void/audit trails — built for medical-device-grade inventory traceability.

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AI & Data

HK ElderGuard AI — Cantonese Health Companion

A Cantonese-first AI health companion for Hong Kong elderly with hypertension or type 2 diabetes — a local LLM grounded in HK clinical guidelines, with medication logging, OCR document scanning, and caregiver alerts.

HKU MECH6048 dissertation project · try it in Cantonese

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Compliance

ESG Auditing

An auditor-facing dashboard for a Hong Kong recycling facility — work orders, ESG metrics against HKEX/GRI frameworks, and PDF report generation.

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Machine Vision

Defect Detection (OpenCV / Cognex)

An inspection-station control app — pendant jogging, recipe teach/run, and two working defect detectors (classical OpenCV template diff and pretrained-backbone anomaly detection) running live against sample images.

Robot, camera, and lighting are simulated (no physical hardware attached); the two vision detectors run real inference. A third (YOLO) and RoboDK integration are wired up but honestly report as not-ready — no labeled training data / no RoboDK install on this host.

Launch Demo →