Tata Consultancy Service Research and Innovation Labs
Responsibilities include:
Orchestrated an object detection pipeline on inhouse GPU infrastructure for analyzing product price trends in client’s competition
Employed Text-to-Video Generative AI models to create promotional material for TCS New York City Marathon which was viewed by more than 2 million worldwide
Mentored team of 5 undergraduate and doctorate interns, providing comprehensive support and offering research guidance, training and deploying machine learning models with on-premise GPU architecture
Developed custom algorithm for title/heading extraction from scanned business documents with 80% accuracy and 25% lower inference time on edge devices using 16-bit quantization
Deep Learning Research Intern
Indian Institute of Tropical Meteorology
Responsibilities include:
Innovated and implemented novel, customizable functions leveraging Python, Matplotlib, and Seaborn for visualizing mean of rainfall variables across the Indian subcontinent over a 30-year period, accounting for leap year conditions
Spearheaded experiments involving spatial and temporal normalization in super-resolution models
Pioneered research efforts for identification of correlation between diverse climate variables and rainfall
Deep Learning Intern
TCS Rapid Labs
Responsibilities include:
Developed Flutter mobile app to calculate user attention with eye-line and directional data analysis using Facial landmarks.
Achieved 25% reduction in system resource consumption using Provider state management and deferred loading , enhancing user experience and device longevity.