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Work · Pal Co.

Warehouse Management System (AGV Automation)

End-to-end WMS integrating AGV robots, dynamic shelving, and bin-level tracking to automate inventory retrieval.

ReactNestJSPostgreSQLTypeORMReal-Time Systems

Overview

As Team Lead at Pal Co. Ltd, I led the end-to-end development of a Warehouse Management System that automates inventory retrieval and delivery by coordinating AGV (Automated Guided Vehicle) robots, dynamic shelving, and bin-level tracking.

What I led

  • System architecture & tech stack — defined React + NestJS + PostgreSQL and established engineering standards adopted by a team of 5 engineers
  • Real-time stock allocation engine — processes a continuous stream of shipping events to allocate stock automatically
  • Automated data pipelines — owned ERD/DFD design and built ingestion pipelines for inventory and shipping data

Impact

  • 40% reduction in manual stock-allocation effort
  • Eliminated ~4 hours/week of manual data entry through automated pipelines
  • Established the architecture and standards the team continued to build on