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Computer Vision

2

2 career items use Computer Vision.

May 2024 - now obscuRRRa Offline desktop app for privacy-focused batch face blurring AI/ML
  • Built Python face blurring app using MTCNN model achieving 96.4% accuracy on 10,000-image dataset
  • Enabled batch processing for large-scale face detection and anonymization in local environment
  • Developed an offline-capable (GUI) graphic user interface with Tkinter to ensure privacy and usability and released on GitHub
May 2025 - Aug 2025 Trekeye Rear Hazard Detection Prototype AI/ML
  • Engineered helmet-mounted hazard detection system with YOLOv8, BoT-SORT/ByteTrack and TTC-based alerts
  • Established cross-platform baselines: 18 FPS desktop, 1.8 FPS Raspberry Pi under 2GB RAM; documented negative results
  • Delivered reproducible Python framework with YAML configs, CSV/MP4 logging and optical flow for unclassified hazards