About Me

I'm Joshua Wee, a Year 4 Computer Science student at NUS with 1.5 years of backend SWE experience. I interned at Mitra Chem, where I built data infrastructure that improved retrieval by 10X and accelerated analytics by 5X.

Proficient in Python, Kubernetes, and cloud infrastructure with experience scaling ML pipelines from prototype to production. I enjoy building LLM applications in my free time!

Presentation

Projects

Singapore Hawker Centre Discovery Platform

In Development AI/ML Multi-Agent NLP

An AI-powered discovery platform that transforms how people explore Singapore's 100+ hawker centres by intelligently extracting local insider knowledge from thousands of Google Maps reviews. Processes 50K+ daily reviews to surface authentic tips like "Uncle runs out of char siu by 2pm on weekends".

Key Innovation

  • Multi-Agent AI System - Specialized agents for stall attribution, local knowledge extraction, and cultural context
  • Multilingual NLP - Processes Singlish, Chinese, Malay expressions and Singapore food terminology
  • Cultural Preservation - AllTrails-style food discovery prioritizing authentic local experiences

Tech Stack

FastAPI • PostgreSQL/PostGIS • LangChain • BrightData SERP API • Redis/Celery

View Live Project Prototype