I'm currently leading cloud-based data engineering delivery at HCLTech, building scalable AWS EMR, PySpark, Spark SQL, Amazon S3, and Data Lake solutions for enterprise analytics.
For Ikano Bank's UTRS project, I developed PySpark ETL/ELT pipelines for financial transaction reconciliation, data validation, Data Lake processing, and automated reporting using S3, Redshift, Jenkins, and AWS CodePipeline.
On the Titan project, I designed ingestion and transformation pipelines with AWS Glue, PySpark, Spark SQL, Airflow, and CloudWatch, delivering automated data-quality validation and analytics-ready datasets.
Across 9+ years in IT, including 6+ years building cloud-native AWS data solutions, I've modernized data workloads, optimized SQL and distributed processing, and supported Agile delivery, CI/CD, release management, and cross-functional collaboration.
