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Venkata Prasad Reddy RVR
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Venkata Prasad Reddy R

@venkataprasadreddyr

Data & AI engineering leader at Sapiens International building Agentic AI platforms and enterprise data systems.

India
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At Sapiens International, I lead Data & AI platform strategy and the development of an enterprise Agentic AI platform for the Insurance domain. The platform uses AI-driven agents to automate internal operations and streamline workflows.

I piloted an ontology-based metadata brain that models business entities, data relationships, and transformation logic to generate, validate, and optimize pipeline design. I also built a GenAI agentic platform using CrewAI and LangChain, and lead a 20+ person engineering organization.

At Sapiens International, I delivered a multi-tenant Azure SaaS Enterprise Data Platform using Databricks, Azure Data Factory, and ADLS Gen2. I also own end-to-end data and ML pipeline architecture and govern multi-region infrastructure budgets and FinOps reviews.

Earlier, at Mphasis Pvt Ltd, I designed a Spark Streaming framework used across 10+ data engineering squads and architected real-time Kafka and Spark pipelines for order processing. At Philips, I designed Spark SQL healthcare analytics pipelines that improved report generation speed by 50%.

Experience

Work history, roles, and key accomplishments

Sapiens International logoSI
Current

Senior Data Engineering Manager

Dec 2020 - Present (5 years 10 months)

Led architecture and implementation of an enterprise Agentic AI platform for the Insurance domain, defining Data & AI platform strategy and managing a team of 20+ engineers. Piloted an ontology-based metadata brain for ETL automation and delivered a multi-tenant Azure SaaS data platform.

Mphasis Pvt Ltd logoML

Lead / Principal Technical Architect

Mphasis Pvt Ltd

Jun 2018 - Nov 2020 (2 years 5 months)

Designed a structured Spark Streaming framework standardising development across 10+ data engineering squads and architected Kafka + Spark Streaming + HBase pipelines for real-time order processing. Led Oracle-to-Hive/Impala migration and provided technical leadership and offshore delivery governance.

Philips logoPH

Technical Specialist – Data & Analytics

May 2016 - May 2018 (2 years)

Designed Spark SQL processing pipelines for healthcare analytics, improving report generation speed by 50%. Developed analytics dashboards using HTML5/ReactJS and automated HDFS data loading via Oozie.

JDA Software logoJS

Senior Software Engineer / Scrum Master

Dec 2007 - Apr 2016 (8 years 4 months)

Delivered supply-chain product enhancements across 8+ releases and resolved critical framework bottlenecks, improving throughput by 20%. Served as Scrum Master for distributed agile teams and led client-site product installations and performance analysis.

Education

Degrees, certifications, and relevant coursework

Indian Institute of Management, Nagpur logoIN

Indian Institute of Management, Nagpur

Executive Senior Management Programme, Management

Completed the Executive Senior Management Programme at the Indian Institute of Management, Nagpur.

Visvesvaraya Technological University logoVU

Visvesvaraya Technological University

M.Tech, Computer Science and Engineering

Earned a Master of Technology in Computer Science and Engineering from Visvesvaraya Technological University, Bangalore.

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