Data Engineer
Current
Aug 2024 - Present
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Swathi G Email & Phone Number
Data Engineer @ GM Financial | PySpark & SQL | Big Data Enthusiast | Transforming raw data into actionable insights
at
GM Financial
LinkedIn matched
✓ Verified July 2026
3 data sources
Profile completeness 86%
Current company
Role
Data Engineer @ GM Financial | PySpark & SQL | Big Data Enthusiast | Transforming raw data into actionable insights
Location
United States
Company size
Who is Swathi G? Overview
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Quick answer
Swathi G is listed as Data Engineer @ GM Financial | PySpark & SQL | Big Data Enthusiast | Transforming raw data into actionable insights at GM Financial, a with 7060 employees, based in United States. AeroLeads shows a matched LinkedIn profile for Swathi G.
Swathi G previously worked as Data Engineer at Gm Financial and Graduate Student Research Assistant at University Of North Carolina At Charlotte. Swathi G holds Master Of Science - Ms, Computer Science - Data Science from University Of North Carolina At Charlotte.
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GM Financial
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Profile bio
About Swathi G
A Data Enthusiast!! In my role as a Big Data Engineer at Mercedes Benz Research & Development India, I worked extensively with raw, unstructured data. One of my key projects involved designing and implementing a comprehensive Data Warehouse, which required dealing with data inconsistencies and redundancies. My responsibility was to streamline Data Ingestion processes, where I applied my expertise in AWS services like Glue, Redshift, and Lambda, and in data processing with Hive, to efficiently clean and transform the data. Additionally, I implemented advanced techniques in Data Crunching, Ingestion, and Transformation, enhancing data processing workflows and improving accuracy and efficiency. My experience with Scala and Apache Spark further aided in effective data processing, ensuring high-quality feature extraction suitable for our analytical needs.Tech Stack:Pyspark, SQL, Python, AWS (S3, Athena, Glue, Redshift, EC2, SageMaker, Data Pipeline, AKS & Kibana, Lambda).Good exposure on Bigdata and Hadoop ecosystem frameworks and tools like HDFS, MapReduce, Apache Spark, Apache Kafka, Apache Crunch, Hive, Sqoop, HBase etc.You can also connect with me via : sgeerlak@uncc.edu
Current workplace
Swathi G's current company
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Gm Financial
4 roles
Swathi G work experience
A career timeline built from the work history available for this profile.
Graduate Student Research Assistant
Built a Data Pipeline using AWS & Azure- Created and managed IAM roles for secure access control and integrated GitHub for version control- Designed and deployed Amazon S3 and Azure Data Lake Storage Gen2 for efficient cloud storage solutions- Established ETL processes using AWS Glue and Azure Data Factory for data transformation and analysis- Utilized Amazon Athena and Apache Spark on Azure Databricks for data querying and aggregation- Integrated third-party data sources, such as Amazon S3, into Azure data pipelines and implemented data validation checks using Apache Spark to ensure data quality and integrity and employed Azure Key Vault for secure storage of sensitive information- Leveraged Azure SQL Database for storing lookup tables and customer data and implemented best practices for data security, performance optimization, and error handling
Aug 2023 - Dec 2023
Cloud Data Engineer
• Collaborated with Senior Data Architects to create AWS Lambda functions, automating AWS Glue workflows & Glue crawlers & database management. • Managed data lake creation and maintenance with AWS Lake Formation. • Engineered and executed YAML scripts for resource deployment on AWS, utilizing Azure DevOps for CI/CD.• Developed Spark applications using PySpark and spark SQL for data extraction, transformation, and aggregation from multiple file formats for analyzing and transforming. • Skilled in building AWS services with Terraform and executing deployment pipelines in Azure DevOps via YAML scripting. • Developed and maintained Power BI dashboards to monitor AWS data warehousing and lake formation services, ensuring high availability and performance.
Jan 2021 - Aug 2022
Software Engineer
• Involved in migrating data from various data sources like Oracle and MySQL using Sqoop for loading the data into Hadoop Distributed File System.• Responsible for writing Hive Queries for optimizing and analyzing the data in Hive warehouse using Hive Query Language (HQL). Optimized Hive queries by using Map side joins and Hive UDFs when relevant.• Used partitioning and bucketing concepts in Hive and designed internal and external tables in Hive to improve the performance.• Participated in a comprehensive data migration project, transitioning on-premises infrastructure to AWS Cloud, demonstrating expertise in cloud computing and data management solutions.• Translated on-premises database schemas to cloud-compatible formats, enabling seamless integration with AWS services.
Dec 2019 - Dec 2020
Team & coworkers
Colleagues at GM Financial
Other employees you can reach at gmfinancial.com. View company contacts for 7060 employees →
TB
Taylor Brunt
Colleague at Gm FinancialWaxahachie, Texas, United States
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CH
Christopher Haas
Colleague at Gm FinancialRoanoke, Texas, United States
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TW
Terrance Words
Colleague at Gm FinancialMaricopa, Arizona, United States
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AS
Adam Sether
Colleague at Gm FinancialSnohomish, Washington, United States
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JO
Jeremy Olds
Colleague at Gm FinancialWaverly, Iowa, United States
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SS
Shane Smith
Colleague at Gm FinancialSeattle, Washington, United States
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CP
Curtis Pringle
Colleague at Gm FinancialFort Worth, Texas, United States
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ML
Michael Landauer
Colleague at Gm FinancialGrapevine, Texas, United States
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MF
Mike Finkhelsteine
Colleague at Gm FinancialLake City, Colorado, United States
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MB
Meaghan Burns-Bartlett
Colleague at Gm FinancialGrand Prairie, Texas, United States
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Taylor Brunt
Colleague at Gm FinancialWaxahachie, Texas, United States
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CH
Christopher Haas
Colleague at Gm FinancialRoanoke, Texas, United States
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TW
Terrance Words
Colleague at Gm FinancialMaricopa, Arizona, United States
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AS
Adam Sether
Colleague at Gm FinancialSnohomish, Washington, United States
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JO
Jeremy Olds
Colleague at Gm FinancialWaverly, Iowa, United States
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SS
Shane Smith
Colleague at Gm FinancialSeattle, Washington, United States
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CP
Curtis Pringle
Colleague at Gm FinancialFort Worth, Texas, United States
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ML
Michael Landauer
Colleague at Gm FinancialGrapevine, Texas, United States
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MF
Mike Finkhelsteine
Colleague at Gm FinancialLake City, Colorado, United States
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MB
Meaghan Burns-Bartlett
Colleague at Gm FinancialGrand Prairie, Texas, United States
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2 education records
Swathi G education
Master Of Science - Ms, Computer Science - Data Science
Bachelor Of Technology - Btech, Computer Science
Madanapalli Institute Of Technology & Science, Madanapalli
FAQ
Frequently asked questions about Swathi G
Quick answers generated from the profile data available on this page.
What company does Swathi G work for?
Swathi G works for GM Financial.
What is Swathi G's role at GM Financial?
Swathi G is listed as Data Engineer @ GM Financial | PySpark & SQL | Big Data Enthusiast | Transforming raw data into actionable insights at GM Financial.
Where is Swathi G based?
Swathi G is based in United States while working with GM Financial.
What companies has Swathi G worked for?
Swathi G has worked for Gm Financial, University Of North Carolina At Charlotte, Mercedes-Benz Research And Development India, and Cognizant.
Who are Swathi G's colleagues at GM Financial?
Swathi G's colleagues at GM Financial include Taylor Brunt, Christopher Haas, Terrance Words, Adam Sether, and Jeremy Olds.
How can I contact Swathi G?
You can use AeroLeads to view verified contact signals for Swathi G at GM Financial, including work email, phone, and LinkedIn data when available.
What schools did Swathi G attend?
Swathi G holds Master Of Science - Ms, Computer Science - Data Science from University Of North Carolina At Charlotte.
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