Prayag Verma
Data Engineer | Building Cloud & Big Data Solutions | Real-Time (Kafka) & Batch ELT Pipelines | AWS, Azure, Spark, Snowflake, Databricks | 5+ Yrs Expertise in End-to-End Data Architecture
- Role
- Data Engineer at Capital One
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Prayag Verma
I’m a Data Engineer with 6+ years of experience across cloud data warehousing, ETL/ELT…
Experience
Data Engineer
Jan 2025 — Present · US
Built end-to-end ELT pipelines using AWS Glue and PySpark to integrate API, RDS, and SFTP-based financial data into Redshift and S3 data lakes, enabling analytics on 2TB+ daily transactions. Designed and facilitated batch workflows to aggregate credit utilization and payment behavior into Redshift marts, streamlining credit risk modeling and improving SLA adherence by 35%. Implemented data validation and reconciliation logic with AWS Lambda and DynamoDB Streams to ensure transaction integrity across loan disbursement feeds, reducing audit discrepancies by 22% and enabling SOX compliance. Automated ETL/ELT orchestration and SLA tracking using Apache Airflow and CloudWatch, cutting manual effort by 80% and boosting system reliability. Created data lineage tracking and retention logic for financial transactions using AWS Lake Formation and S3 object tagging, ensuring compliance with data residency laws and internal audit requirements.
Education
Anna University Chennai
Bachelor of Engineering - BE, Computer Science
The University of Texas at Dallas
Master's degree, Information Technology and Management
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