Sudharshan Reddy Kakumanu
About
Sudharshan Reddy Kakumanu is from San Francisco Bay Area. Sudharshan Reddy is currently Manager, ML platform at Adobe. In Sudharshan Reddy's previous role as a Staff/Lead ML Data Platform Engineer at Adobe, Sudharshan Reddy worked in United States until Jan 2025. Prior to joining Adobe, Sudharshan Reddy was a Sr. Data Engineer at ZapLabs and held the position of Sr. Data Engineer at San Francisco Bay Area. Prior to that, Sudharshan Reddy was a Software Engineer, Big Data at Plantronics, based in San Francisco Bay Area from Nov 2016 to Feb 2018. Sudharshan Reddy started working as Big Data Engineer at Cloudwick in San Francisco Bay Area in Jan 2016. From May 2015 to Aug 2015, Sudharshan Reddy was Software Development Engineer, Intern at Amazon, based in Greater Seattle Area. Prior to that, Sudharshan Reddy was a Software Engineer at Magneti Marelli, based in Gurgaon, India from Jun 2012 to Jun 2014.
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Sudharshan Reddy Kakumanu's current jobs
Sudharshan Reddy Kakumanu's past jobs
Currently building the data platform powering vision based foundational model training at Adobe Firefly. Designing and developing large-scale inference platforms, feature stores, and MLOps infrastructure to support end-to-end machine learning lifecycle — from data ingestion and batch inference and data loading.
• Worked with United Health Group as a part of Research and Analytics team. • Involved in developing data ingestion process using Sqoop, Pig, Hive and oozie. • Built REST API using Play framework to perform CRUD operations on HBASE. • Presented multiple approaches for ingestion of incremental data and implemented using Apache Spark. • Worked on Cloudwick’s Cloudera platform to analyze Clickstream data using Kafka, Flume and other eco system tools. • Developed map reduce programs to perform data integrity checks. • Leveraged Apache Spark’s in memory processing to meet ingestion SLA’s. • Interacted with client’s to gather business requirements and to provide tem optimal solutions.
Designed and developed a service in Java which retrieves metric information from different endpoints in a host class. User can access this service using a command line interface or a as a REST API (Jax-RS implementation). This service is successfully deployed and is in use.
Data Migration and Analysis: • Responsible for Design and Development of Data migration project, which involves migrating structured sensor data from RDBMS (MySQL) to Distributed platform. • Involved in writing shell scripts to copy sample data from RDBMS to distributed cluster. • Responsible for writing MapReduce Jobs to perform basic analytics. BIOS Development: • Responsible for development of low level device drivers, for next generation micro controllers. • Developed, debugged and tested the automotive application specific drivers.