Vasant Kumar
Data Engineer | PySpark, Python, SQL | Airflow, dbt, Snowflake, Databricks | AWS | Real-Time Data Pipelines | Data Governance & Compliance (SOX, HIPAA)
- Role
- Data Engineer at StoneX Group Inc.
- Location
- Dallas-Fort Worth, TX, US
- LinkedIn followers
- 500 followers
About Vasant Kumar
I’m a Cloud Analytics Data Engineer specializing in building scalable data platforms that…
Experience
Data Engineer
Jan 2024 — Present · NY, US
At StoneX, I focused on building high-performance financial data pipelines to support trade reconciliation, compliance, and risk analysis. I designed and optimized ETL/ELT workflows using PySpark, Databricks, and AWS, processing millions of trades daily while cutting ingestion latency by 70%. By automating compliance workflows with Airflow and dbt, I helped achieve 100% regulatory readiness while reducing manual work by 80%. I also partnered with business and compliance teams to ensure data governance, lineage, and SOX alignment, reducing audit prep time by 50% and enabling faster decision-making.In addition to compliance reporting, I improved data quality and accuracy by integrating validation frameworks like Great Expectations into financial pipelines, reducing reconciliation errors by 30%. I worked closely with risk and analytics teams to deliver feature-ready datasets for ML-driven models, improving training time by 30%. My contributions ensured StoneX had secure, reliable, and scalable data solutions that supported both operational efficiency and regulatory obligations.
Education
SRM University
Bachelor of Technology - BTech
Texas Tech University
Master's degree
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