Developed a real-time computer vision system that monitors helmet compliance on production lines, triggering immediate alerts for safety violations and improving overall workplace safety.
Manufacture
Python
TensorFlow
OpenCV
YOLO
PostgreSQL
AWS
Tire wear detection system
Developed a machine learning and computer vision solution for a leading used tire retailer to detect tire wear from photos. The system analyzes images to assess wear levels with high accuracy.
Python
PyTorch
OpenCV
PostgreSQL
Manufacture
Scikit-learn
Production process and quality monitoring system
Developed a system for tracking production processes and monitoring quality control. The solution ensures real-time oversight of manufacturing operations, helping to detect inefficiencies and maintain high-quality standards.
Real-time video processing
OpenCV
PyTorch
Python
Manufacture
Automation and Systematization of AMTS
The system provided the client with real-time information on the status of vehicles along their routes, significantly improving operational efficiency and ensuring timely delivery of crucial data to the monitoring department
Aruco marker
OpenCV
PyTorch
Python
Manufacture
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