At Tata Consultancy Services, I developed data quality checks and validation rules in ETL workflows, identifying and resolving over 15,000 anomalies monthly. I also optimized Apache Spark SQL queries processing 56 billion daily events while maintaining data accuracy and PII compliance.
At Clemson University, I built Python validation workflows for sensor data and implemented quality and privacy checks that reduced data inconsistencies by 30%. I also automated Terraform and AWS CloudFormation deployments for secure cloud environments.
At Accenture, I built secure data pipelines with PII controls and improved data quality using SQL validation, reducing defects in transactional datasets by 35%. I also optimized Snowflake queries and supported containerized deployments with audit logging.

