Yorgo
Georges Younes

Fully reproducible AWS infrastructure (VPC, EC2, RDS) provisioned with Terraform. Kubernetes (k3s) with ArgoCD, GitHub Actions CI/CD, Trivy, ECR, and Prometheus/Grafana monitoring with CloudWatch integration.

Multi-VM Kubernetes deployment with KubeEdge, MQTT and CoAP mappers, plus IoT network simulation with COOJA/Contiki-NG and Edge-Cloud pod orchestration.

Computer vision pipeline combining Faster R-CNN for vehicle detection, DeepSORT for tracking, YOLO for license plate detection, and OCR for plate reading. The project reached 0.902 precision and 0.835 recall for plate detection, with a 0.127660 character error rate for OCR.

Exploratory analysis of 1,898 food delivery orders using Python, Pandas, Matplotlib and Seaborn. Cleaned missing ratings, explored restaurant and cuisine demand, analyzed preparation and delivery times, and derived business insights from the dataset.

Supervised learning project comparing classification approaches including Logistic Regression, Random Forest, Gradient Boosting and other ensemble methods. Includes model evaluation, hyperparameter tuning and handling class imbalance with a focus on F1-score.

Responsive React/Tailwind front-end paired with a PHP/MySQL back-end for managing library loans, history tracking, and an admin panel.