Hackathon Experience

Experience building and shipping products under time constraints, with a focus on end-to-end delivery.

AI for Sustainability Hackathon — PlastiTrace

Role: Team Lead & ML Engineer

Highly Commended / Top Finalist
  • ▹Built plastic-type detection system (HDPE, PET, PP, PS) using CNN transfer learning
  • ▹Achieved >99% validation accuracy
  • ▹Engineered ONNX export + offline mobile inference pipeline
  • ▹Designed consumer-facing mobile UI for scanning and education
  • ▹Produced scientific documentation (LaTeX, PGFPlots, ablations)

FinTech / Algo-Trading Mini-Hackathon — UW-Tracker Mobile

MVP completed under time constraints
  • ▹Built IPO underwriter analytics app for Indonesian capital markets
  • ▹Implemented on-device processing, dashboards, and filtering
  • ▹Automated data enrichment using Airtable + Telegram + LLM
  • ▹Published to Google Play Store within 48 hours
Play Store→

Data Engineering Sprint — IHSG Underwriter Scraper

Fully working ETL automation
  • ▹Built Python scraper for Indonesian IPO underwriter data
  • ▹Automated refresh and normalization (JSON output)
  • ▹Integrated into UW-Tracker and personal analytics stack

Product & UX Hackathon — NutriCart

Role: Backend & ML Developer

Functional prototype + UX demo
  • ▹Built nutrition-aware grocery optimization app
  • ▹Designed lightweight recommendation and scoring system
  • ▹Supported frontend with API logic and prototype data flows