Case Studies

Products I've built across logistics, operations, and real-time systems

Logistics Platform

Smart Locker Logistics Platform

Built and scaled a smart locker ecosystem from zero to market leader, transforming Hong Kong's last-mile delivery infrastructure with a multi-sided platform connecting logistics providers, merchants, and consumers.

11M
Parcels / Year
2,000+
Locations
5 Years
Launch to Leader
Last-Mile Logistics

Smart Parcel Locker System

A citywide network of secure, automated lockers that redefined how Hong Kong residents receive parcels — available 24/7 with seamless e-commerce integration and cross-functional Agile delivery.

750K+
Parcels / Month
24/7
Availability
95%
Sort Accuracy
Fleet Operations · AI

RouteOptima AI

An AI-powered route optimization dashboard using spatial clustering and vehicle routing solvers to coordinate last-mile delivery across multiple hubs, waves, and time-window constraints.

48K+
Orders / Month
2 Hubs
TRT + MTL
AI
Orchestration
Warehouse Management

WMS Task Management System

A warehouse task management platform orchestrating inbound, outbound, put-away, cycle count, and replenishment workflows with automated planning and configurable task-based fee structures.

6
Task Types
35%
Efficiency Gain
Multi-Site
TRT + MTL
Real-Time Transit

Bus ETA System (2nd Generation)

A city-scale ETA platform combining GPS tracking, ML-powered timetabling, and multi-channel dissemination to deliver accurate bus arrival predictions across Hong Kong's entire bus fleet.

3,800+
Buses Tracked
80%
ETA Accuracy Gain
380+
Routes