Kumar G
Sr. Data Eng. at MARSHALL TECHNOLOGIES INC- Claim this Profile
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Bio
Experience
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MARSHALL TECHNOLOGIES INC
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United States
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IT Services and IT Consulting
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1 - 100 Employee
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Sr. Data Eng.
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Sep 2018 - Present
• Performed performance tuning for Spark Streaming e.g. Setting right Batch Interval time, correct level of Parallelism, selection of correct Serialization & memory tuning. • End to end Critical Implementation (deployment, development, testing) for the Data obfuscation of PCI and PII data using Apache Airflow and Talend involving data across all lower environments (Dev/Test/Staging). • Developed and Implemented ETL Streaming process in Oracle, Redshift using spark-Kafka framework for batch and streaming pipelines for OLAP data using Spark Scala handling schema changes in the data stream. • Implemented Partitioning, Dynamic Partition and Buckets in Hive which resulted in an increase in performance as well as proper and logical organization of data. • Utilized Zookeeper and Spark interface for monitoring the proper execution of the Spark Streaming job. • Lead the data integration aspect of mission critical projects for the enterprise, including hands on delivery • Assists developers, analysts, and designers in conceptualizing and validating solutions that meet business requirements. • Configure Kafka producer with API endpoints using JDBC Autonomous REST Connectors • Designed and Developed ETL Jobs to extract data from Salesforce replica and load it in data mart in Amazon Redshift and Microsoft Sql Server. Show less
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Earlham Savings Bank
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United States
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Banking
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1 - 100 Employee
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Data Engineer
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Jul 2016 - Sep 2018
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UScellular
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United States
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Telecommunications
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700 & Above Employee
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Data Engineer
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Jul 2015 - Jun 2016
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Deutsche Bank
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Germany
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Financial Services
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700 & Above Employee
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Data Integration Engineer
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Jan 2014 - Dec 2014
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Education
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University of New Haven
Masters, Industrial and systems Engineering -
Osmania University
Bachelor's degree, Information Technology