University of Minnesota
Software Engineering Center
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Senthil Kumaran

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Biography: 
Senthil Kumaran is currently serving as CIO for Virtuwell, a HealthPartners company. He is a pragmatic leader, architect, designer and developer in Web and Mobile technology in developing Internet, e-commerce, and multi-tier client-server applications, including healthcare, highly secure financial applications, manufacturing, retail, and consumer websites. He is part of HealthPartners AI and Machine Learning and Enterprise architecture group and a key contributor to the HIPPA/HITEC security and a conference presenter on Predictive Data Analytics, Rules, and Web/Mobile initiatives. He is passionate about investing in both stocks and real estate and spends a lot of time analyzing cricket matches around the world. He received his MBA from the University of St. Thomas, Minneapolis and Master's in Electronics Engineering from Bharathiar University, India.

Recent Presentations

ML Practice with ML Ops Principles

Machine learning (ML) has achieved considerable success in recent years and many companies have started using it in Production. Every company wants to get on this bandwagon to stay competitive and is challenged not only to choose the right technology but also to optimize the model by continuously deploying and observing. This talk will start from a strategic direction that we took at Virtuwell. We will cover how we leverage MLflow to manage the ML lifecycle, including experimentation, reproducibility, and deployment.