Uday Nidumolu
@udaynidumolu
Experienced IT professional specializing in MLOps and Cloud Computing.
IndiaWhat I'm looking for
With over 13 years of experience in Information Technology, I have honed my expertise in MLOps, DevOps, and Cloud Computing. My journey has been marked by a strong focus on automating machine learning workflows and optimizing cloud-native applications. I have successfully designed and managed MLOps pipelines, ensuring seamless model deployment and monitoring, while collaborating with cross-functional teams to enhance model lifecycle automation.
Throughout my career, I have developed scalable machine learning infrastructures utilizing Kubernetes, Docker, and AWS EKS. My technical proficiency extends to big data technologies, including Hadoop, Spark, and Kafka, where I have built and maintained robust data pipelines. I am passionate about leveraging my skills in automation and cloud technologies to drive innovation and efficiency in every project I undertake.
Experience
Work history, roles, and key accomplishments
Senior Software Engineer
ServiceNow Software Development India Pvt Ltd
Feb 2022 - Present (4 years 4 months)
Designed and managed MLOps pipelines to automate model deployment and monitoring. Implemented CI/CD pipelines for ML workflows using Jenkins, GitLab CI, and Azure DevOps. Developed scalable machine learning infrastructure using Kubernetes, Docker, and AWS EKS.
Senior Platform Engineer
Experian Services India Pvt Ltd
Oct 2020 - Feb 2022 (1 year 4 months)
Built and maintained big data pipelines for ML workflows. Upgraded and optimized Cloudera Hadoop clusters to improve performance. Managed distributed computing infrastructure using Kubernetes and Spark.
Technical Lead
Wipro Limited
Apr 2019 - Oct 2020 (1 year 6 months)
Developed containerized ML applications and deployed them on Kubernetes. Automated model training workflows and integrated CI/CD pipelines. Worked on ML model monitoring and drift detection using Prometheus and Grafana.
System Analyst
Valuelabs Technologies
Jan 2018 - Apr 2019 (1 year 3 months)
Managed and monitored Hadoop clusters using Ambari and Cloudera Manager. Implemented automation scripts using Ansible for routine maintenance tasks. Troubleshot Oozie job failures and optimized workflow execution.
Database Engineer II
S&P Global Market Intelligence
Aug 2016 - Jan 2018 (1 year 5 months)
Provided production support for Hadoop clusters and performed system tuning. Implemented capacity scheduling in Yarn to optimize cluster performance. Worked on Apache Solr integration for real-time data processing.
Senior System Engineer
IBM India Pvt Ltd
May 2015 - Aug 2016 (1 year 3 months)
Administered Hadoop clusters and performed system upgrades. Designed and implemented SQL replication strategies for data consistency. Worked on disaster recovery planning and high-availability configurations.
Software Engineer
Unit Force Technologies Pvt Ltd
May 2011 - Dec 2014 (3 years 7 months)
Developed and optimized DB2 databases for enterprise applications. Automated backup and recovery processes for critical systems. Provided 24x7 production support for high-availability environments.
Education
Degrees, certifications, and relevant coursework
Andhra University
Bachelor of Engineering, Mechanical Engineering
Grade: 70%
Bachelor of Engineering (B.E) in Mechanical Engineering with a 70% aggregate.
Availability
Location
IndiaAuthorized to work in
Job categories
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