Drishti Jain
Drishti is a Software Engineer and a technology book author. She is based in the USA and believes in democratizing opportunities and brings knowledge of the latest developments in the fast-moving field of technology to early professionals, students, and keep them up to date and well-equipped for their professional careers. Her initiative "SkillUp with Drishti" enables students and professionals to grow in their career.
She has spoken at conferences across the globe and is also a social entrepreneur. Her non-profit organisation - Samyak Drishti Foundation works in environment, education and healthcare sectors and operates in a number of cities across India.
In her spare time, she likes to paint nature, explore new places and anchor live shows.
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Senior Software Engineer & International Tech Speaker
Session
Kubernetes and Machine Learning is an intersection that enables creating applications harnessing the power of Data. This talk I will explore the intersection of Kubernetes and machine learning and discuss best practices for managing and scaling AI workloads. Along with diving into End to end ML lifecycle using Kubeflow, dive into specific use cases for Kubernetes in machine learning, highlight challenges and solutions, and explore advanced features such as horizontal and vertical scaling, pod affinity and anti-affinity, and specialized resource types like GPUs and TPUs.