Professional Experience
Building solutions, Solving problems, Creating impact, Growing always. 📈
Genpact
Lead Data scientist
Mar, 2023 - Sept, 2025
- Deployed Azure Data Factory pipelines to automate cleaning, and transformation of market spend data from web sources like Google, Facebook Ads and data warehouse tables, saving 16 analyst hours weekly.
- Built a knowledge base on Azure using text-embedding-ada-002 for vector indexing and a Retrieval-Augmented Generation search pipeline, enabling retrieval of internal documentation. Integrated chatbot using Azure Bot Framework WebChat channel, handling 1,200+ prompts over 5 months.
- Optimized marketing team’s SQL queries, reducing runtime by 60% by eliminating redundant subqueries/table scans. Deployed Redshift stored procedure to perform ETL to S3 table for direct querying.
- Developed Power BI dashboards with complex DAX & data modeling, serving 30+ daily users.
National Institute of Ocean Technology
Computer Vision Intern
Aug, 2022 - Oct, 2022
- Developed an underwater image enhancement pipeline featuring CLAHE, thresholding & color balancing for low-light and turbid environments. Optimized for edge devices and real-time applications.
- Estimated relative turbidity by correlating original and enhanced images with a feature mask for ROI, validated against turbidity and lux meters at Deep Sea Technologies Underwater Laboratory, ROSUB wing.
- Deployed custom NIOT GUI to present estimated turbidity and relay live enhanced feeds/static images.