sylk.monster/projects

Projects

Things I've built and actually care about.

Vision-Aid

Assistive system for visually impaired

An embedded system that performs real-time object detection using a WiFi-connected backend.

  • Built using ESP32 with a Python backend
  • Integrated YOLO-based detection for real-time inference
  • Designed full pipeline: device → API → backend → response
  • Reduced latency by ~30% with optimized request handling

SweepX

Gamified waste management platform

A mobile-first platform that turns real-world cleanup into AI-validated missions.

  • Built full-stack system (frontend, backend, AI validation)
  • Implemented image-based verification (before/after)
  • Integrated Supabase for real-time tracking
  • Designed engagement system through gamification

more in the works.