05Projects

Things I've built, trained, and shipped.

• 2026In progress

  Land-Cover Classification from Sentinel-2

  A ResNet-18 fine-tuned on satellite imagery, quantized to int8 and running entirely in your browser, with class-activation heatmaps that show where the model looks.

  ML · Computer Vision · Geospatial
• 2025

  MatchFlix

  A swipe-based movie discovery app where groups match on what to watch together, with LLM-powered recommendations from swipe behavior.

  Full-Stack · ML
• 2025

  Facial Recognition Attendance

  Replaced manual sign-in at KTP meetings with face detection and identity verification, making attendance up to 80% faster and more accurate.

  Computer Vision · ML
• 2022–23

  Early-Warning System for Assisted Living

  Research at Navjoy: ML models that predict resident health risks and flag incidents like falls early, validated with caregivers, and a published paper.

  ML · Research
• 2025

  NetSuite → Cloud SQL Sync Pipeline

  An automated daily pipeline moving ERP transactions into Google Cloud SQL for analytics, cutting manual reporting effort by 90%.

  Data Eng