Kailash Selvan

• Designed and automated 15+ end-to-end ETL pipelines and batch reporting workflows in Python and SQL, integrating secure SFTP/FTP protocols for scheduled transfers of 10M+ records from on-prem MS SQL Server to AWS Redshift, supporting data migration, validation, and daily dashboard delivery for 30+ business users. • Built, automated, and maintained BI dashboards (Power BI, AWS Quick Sight) for business stakeholders; delivered 15+ scheduled and 20+ ad hoc reports/quarter-based performance metrics with >

Excel VBA Automation & Data Processing: Developed automated Excel VBA scripts to streamline data processing, enhance reporting efficiency, and reduce manual workload. • SQL Database Management & Query Optimization: Handled SQL databases such as PostgreSQL and MYSQL, wrote and optimized queries to extract, manipulate, and analyze large datasets efficiently. • Data Cleaning & Preprocessing: Performed data cleaning and transformation to ensure accuracy, consistency, and readiness for analysis.

Capital Markets Insight: Applied foundational knowledge of derivatives and capital markets to support investment analysis and portfolio monitoring activities. • Stakeholder Communication: Collaborated with internal stakeholders and clients to relay portfolio updates, ensuring clear and professional communication across teams. • Market Research: Performed extensive research on emerging market trends and competitor analysis using micro & macro analysis techniques. • Credit Risk & Portfolio Monitoring: A

• Presented actionable insights to senior leadership that enhanced ROI and operational efficiency by 15% through targeted recommendations and improved data-driven decision-making. • Assisted and implemented regression models in Python and R using 20+ sales and risk attributes, improving management’s forecasting accuracy by 18% and directly backing strategic decisions for five state regions. • Coordinated with project teams to deliver 15+ data preparation and reporting tasks to deadline, accelerating ris

Completed 28 days of Internship in My TVS was my first industrial exposure.Got experience on tools handling.