Atishay Jain

2+ years of work experience

Jul 20251 yr 5 mosPresent

Bengaluru, Karnataka, India

* Developed AI/LLM-based document intelligence and fraud automation solutions for financial document processing. * Built a bank-statement-based delinquency prediction scorecard using ML, feature engineering, and WoE/IV, improving Gini from 25% to 34%. * Developed a React-based geospatial analytics dashboard for LAP operations, enabling branch, region, and customer-level portfolio analysis through interactive maps and dynamic insights.

May 20243 mosJul 2024

Hybrid

Objective • Improve the existing automated pick and place product by developing a OpenCV based Computer vision algorithm to reduce the time taken by product to perform pick and place operations of SMT components. Approach • Utilized color and shape-based contour tracking for image capture and used Canny edge detection for real-time seg- mentation of SMT component image and leveraged numpy library for orientation measurement of SMT components. • Improved the orientation measurement accuracy of the algorithm by testing it in real-time and optimizing the parameters iteratively. Output • Enhanced product efficiency by significantly reducing the time required for automated pick-and-place operations by more than 50% and achieved an accuracy of 97.82% by testing the algorithm on around 2000+ different components.