Vivek Sawant User

Automated ML model deployment using GitLab CI, MLflow, Docker and Kubernetes to enable consistent, scalable production; built real-time monitoring pipelines and implemented retraining/version-control workflows to improve model reliability.

Orchestrated CI/CD and ML pipelines to streamline deployments and model updates; automated infrastructure provisioning and monitoring to ensure high availability and drove MLOps adoption to improve deployment speed and model reliability.

Designed CI/CD pipelines that accelerated software delivery and improved uptime; managed cloud infrastructure with automated alerting and partnered with ML teams to scale model deployment and lifecycle automation.

Optimized Hadoop cluster operations to improve resource utilization and job throughput; automated provisioning and deployment pipelines and enhanced production stability via proactive monitoring.

Managed large-scale AWS infrastructure to improve availability and cost efficiency; automated server provisioning and Linux configurations and streamlined deployment workflows to boost reliability across projects.

Administered Linux systems and supported middleware application deployments to ensure stable operations and timely releases.

Managed system administration tasks and oversaw email and web hosting services to maintain availability and user support.

Handled Linux and Windows systems administration and hardware troubleshooting to support customer environments and reduce incident resolution time.

Completed a Bachelor of Commerce program at the University of Mumbai.