Girish V
Data Engineer @Cummins Inc.
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WORK HISTORY
Data Engineer @Cummins Inc.
Columbus, IN, US
Developed and maintained data pipelines using Cloudera Hadoop distribution, ensuring efficient processing of large-scale data for improved analytics. Implemented and optimized data transformations with Hive, Impala, and Pyspark, enhancing data accessibility and performance. Executed complex queries and analyses utilizing Spark SQL on diverse datasets, contributing to data-driven decision-making processes.Designed and maintained data models within Oracle 11g/12c, ensuring data integrity and optimal performance. Collaborated on project management and code versioning through tools such as Jira and Bit Bucket, ensuring streamlined workflow and effective team communication. Developed insightful and visually appealing reports using Power BI, presenting key performance indicators for strategic decision-making. Integrated and processed data seamlessly in Google Dataflow, ensuring real-time and batch processing capabilities for critical business operations. Leveraged Google Cloud Platform (GCP) tools such as GCS and Big Query for scalable storage and rapid retrieval of business-critical information. Utilized GCP Data prep for data wrangling and cleansing, ensuring high-quality datasets for analysis and reporting. Orchestrated and optimized data workflows using GCP Dataflow and GCP Data proc, facilitating efficient data processing and analysis. Implemented and managed data workflows using Cloud Composer, ensuring reliability and consistency in data processing tasks.Designed and implemented event-driven data processing using Cloud Pub/Sub, enabling real-time data updates and notifications.Ensured secure and reliable data storage solutions using Cloud Storage Transfer Service, facilitating seamless data transfer between on-premises and cloud environments. Implemented highly available and globally distributed databases using Cloud Spanner, ensuring optimal data accessibility across regions. Managed relational databases with Cloud SQL, ensuring efficient storage for JSON scrip
EDUCATION
Vignan Institute of Technology and Science
Bachelor's degree, Computer Science
Texas A&M University-Kingsville
Master's degree, Computer Science
ABOUT GIRISH V
Results-driven Machine Learning Engineer with 9+ years of experience in designing…
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