• Trained (using custom datasets) and evaluated the performance of multiple object detection models (such as YOLO and SSD-Mobilenet) to recognize plastic containers in river streams using an IP camera.• Optimized the models by availing of the quantization technique in order to improve the inference speed on proprietary embedded devices.• Implemented object tracking and counting on real-time footage with the help of OpenCV library, further I developed a web-app using Flask that allowed… Show more • Trained (using custom datasets) and evaluated the performance of multiple object detection models (such as YOLO and SSD-Mobilenet) to recognize plastic containers in river streams using an IP camera.• Optimized the models by availing of the quantization technique in order to improve the inference speed on proprietary embedded devices.• Implemented object tracking and counting on real-time footage with the help of OpenCV library, further I developed a web-app using Flask that allowed the data to be transmitted to a cloud platform and monitored remotely using Grafana service. Show less

• Developed web applications using the server-side framework CodeIgniter and BootStrap as a front-end framework.• Configured and maintained different host domains and servers, which were used for deploying the web apps or for internal system backups.• Built websites using WordPress and integrated an efficient automation of the newsletters based on client’s data.

Configured network virtual machines and devices which helped with the collection of data about different buildings.