Name: [Virtual] PRO Session (CloudX): From Chaos to Control: Operationalizing ML Workflows in the Cloud with MLOps and GenAI
Start: 2025-09-11T09:30:00-0700
End: 2025-09-11T09:55:00-0700

Thursday September 11, 2025 9:30am - 9:55am PDT

VIRTUAL CloudX -- Main Stage

Aditi Jain, Amazon SDE
Bhavani Sankar Telaprolu, Google, Software Engineer

As AI/ML adoption accelerates across industries, many teams face critical challenges in bringing models from prototype to production—especially in cloud environments. This session explores how MLOps practices, automation, and cloud-native tools can streamline the deployment and monitoring of both traditional ML and emerging GenAI models. Attendees will learn how to structure ML pipelines, manage data and model versioning, implement CI/CD for ML, and optimize cloud costs, all while ensuring reproducibility and governance. Drawing on real-world experiences, this talk offers actionable insights for making ML systems robust, scalable, and production-ready in the cloud.

Speakers

Aditi Jain

SDE, Amazon

As an experienced software developer and AI specialist, I've dedicated my career to implementing cutting-edge technologies across various platforms. My journey, spanning both industry and academia, has given me a unique perspective on the challenges and opportunities of deploying... Read More →

Bhavani Sankar Telaprolu

Software Engineer, Google

Bhavani Sankar Telaprolu is a seasoned Cloud and AI Solutions Architect with over 5 years of experience designing and deploying scalable machine learning systems in the cloud. He specializes in MLOps, cloud-native architecture, and productionizing generative AI models. Bhavani has... Read More →

Thursday September 11, 2025 9:30am - 9:55am PDT
VIRTUAL CloudX -- Main Stage

CloudX

Talk Type PRO Session
Tracks CloudX, Managing AI/ML in the Cloud (CloudX), Cloud Infrastructure Design and Architecture (CloudX), Virtual
In-Person/Virtual Virtual

API World + CloudX + DataWeek 2025

Aditi Jain

Bhavani Sankar Telaprolu

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