Edge AI · DevOps · Production
Edge AI Inspection
Production edge software for AI visual quality control on NVIDIA Jetson Xavier/Orin. Automated GitLab CI/CD pipelines cut deployment time from 4 hours to 35 minutes. Real-time shopfloor touchscreen UI built for industrial environments.
PythonFastAPIDockerGitLab CI/CDNVIDIA Jetsonpytest
Deep Learning · Computer Vision
Cropification
Web-based crop detection and vegetation analysis using CNN models (YOLO, R-CNN, FasterR-CNN). Built end-to-end dataset pipelines and applied transfer learning to improve accuracy on agricultural datasets. Deployed on Heroku with visualization dashboards.
PythonDjangoYOLOKerasPostgreSQLHeroku