Developed a containerized vehicle detection platform using Gradio, Hugging Face Spaces, and Docker, achieving 92% accuracy with 25 FPS real-time inference and generating text-based descriptions to enhance NYC traffic monitoring.

Engineered a real-time 3D visualization platform using Three.js and WebSocket, processing LiDAR sensor data streams to render dynamic factory operations with less than 50ms latency and supporting 5+ concurrent 3D model views.

Led development of an automated CI/CD pipeline on AWS (CodePipeline, ECR, ECS), reducing deployment time from hours to minutes and achieving 99% deployment success rate through containerized microservices architecture.

Architected a CI/CD pipeline integrating Bitbucket and AWS CodeBuild for automated testing and deployment, implementing automated rollback strategies, achieving less than 10-minute deployment cycles with 99% reliability.

Spearheaded startup’s cloud migration with AWS Infrastructure as Code (IaC) using agile methodologies, architecting resilient systems with EC2, VPC, and auto-scaling that handled 2M+ monthly requests while reducing costs by 40%.