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@harshithkumark
Experienced Data Engineer specializing in AWS Cloud technologies.
As a Senior Software Engineer with over 4 years of experience in Data Engineering, I specialize in AWS Cloud technologies and have a proven track record of designing end-to-end ETL processes. My expertise has led to significant improvements in data processing and query efficiency, achieving a 35% reduction in processing time and a 50% enhancement in data query performance.
Throughout my career, I have successfully developed a Medallion data platform and implemented a comprehensive file validation framework, which resulted in a 99.8% improvement in data completeness. My collaborative work with data science teams has empowered over 200 business users with operational dashboards, while my focus on optimizing deployment processes has decreased deployment time by 65%. I am passionate about leveraging my skills in Python, Java, and various AWS services to deliver high-impact business insights from complex datasets.
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Work history, roles, and key accomplishments
TEKsystems Global Solution (American Automobile Association)
Oct 2024 - Present (1 year 1 month)
Developed a Medallion data platform leveraging AWS Lambda and Glue, achieving seamless hourly XML file processing across diverse segments. Orchestrated the migration of over 100 TB of data from Hadoop to AWS Athena and S3, optimizing Glue settings to achieve a 40% reduction in processing costs. Optimized deployment processes by implementing CI/CD pipelines through GitHub Actions and CloudFormation
Labcorp
Feb 2021 - Sep 2024 (3 years 7 months)
Processed over 10,000 PDF documents monthly with Python and NLP, achieving 98% data extraction accuracy for compliance and reporting. Developed predictive models using AWS SageMaker with 80% forecasting accuracy, enabling data-driven decision-making. Designed a robust data warehouse and cataloging system, saving 300+ hours monthly in data discovery and analysis.
Degrees, certifications, and relevant coursework
Master of Computer Applications, Computer Applications
Completed a Master's degree focusing on advanced computer applications. Gained expertise in various aspects of computer science and its practical applications.
Bachelor of Computer Applications, Computer Applications
Obtained a Bachelor's degree in Computer Applications. Developed foundational knowledge in computer science principles and programming.
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