I built an AWS server monitoring system using EC2, S3, and IAM to track server performance and infrastructure health. I integrated CloudWatch and CloudTrail for log aggregation, metric-based alerting, and audit trails.
For an end-to-end DevOps pipeline project, I automated the build-test-deploy cycle on AWS with Jenkins. I containerised applications with Docker and orchestrated deployments using Kubernetes on AWS EC2.
At Xtransmatrix Consulting Private Limited, I supported Human-in-the-Loop AI operations for a healthcare AI project through data validation, intent classification, AI response verification, and quality assurance. I also analysed generated outputs and followed SOPs to improve workflow quality and reliability.
I annotated image and video data for AI and machine learning datasets using CVAT, Labelbox, and Appen. At the AI Innovation Hackathon, I developed a real-time health monitoring system using Python and Azure IoT Hub, and integrated SQL Database with Power BI dashboards.

