sonal bansal
@sonalbansal1
I build PySpark and Databricks pipelines that automate compliance reporting and unify enterprise lending data.
IndiaWhat I'm looking for
At Hero Fincorp, I build analytical data pipelines for AML/KYC compliance, risk analytics, and regulatory reporting. I consolidate data from 19 lending platforms into unified datasets that support monitoring, reporting, and customer-level insights.
I designed a metadata-driven PySpark ETL framework that automates ingestion for 400+ tables across 15+ source systems, reducing processing time by 85%. I also automated RBI SBL–GBL exposure computations, cutting manual processing effort by 80% and reducing data discrepancies by 40%.
I work closely with Risk, Compliance, Finance, Operations, Product, and Business teams to turn requirements into reliable data solutions. My work spans Databricks, Delta Lake, SQL, PySpark, data modeling, reconciliation, and Redshift-to-Databricks migration.
Experience
Work history, roles, and key accomplishments
Data Engineer
Hero Fincorp
Jul 2023 - Present (3 years 2 months)
Developed analytical data pipelines for AML/KYC compliance and risk analytics, consolidating data from 19 lending platforms. Designed a metadata-driven PySpark ETL framework automating ingestion of 400+ tables, reducing processing time by 85%.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Information Technology, Allahabad
Master of Technology, Business Intelligence
2021 - 2023
Grade: 8.70
Pursued a Master of Technology with a specialization in Business Intelligence, achieving a CGPA of 8.70.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Social media
Job categories
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