Professional Experience

Incoming Electrical and Computer Engineering Master's student at University of Texas at Austin

Specialization in Decision Information and Communications Engineering - focus on deep learning

Developed deep and foundational models for structured data

Focused on time series and tabular data

Researched and implemented agentic systems for working with structured data

Engineering support for training at scale and deployment of models

Developed triggering and translation models for Bing queries

Explored image translation models

Fullstack UX development for translation experience

Built triggering models for translation intent that brought Bing to parity with competition

Prompt engineered for improved translation quality

Developed video models for depth extraction

Implemented convolutional vision transformer models

Created dataset of synced videos using custom app

Published to ICCP 2024 with distinction

Implemented Electra for LM rescoring

Improved existing ASR module performance

Deployed GPU training scripts on Azure ML platform

Optimized model training workflows

Built NLP module for unsupervised text classification

Implemented topic modelling on temporal textual data

Applied network graphs for audit data analysis

Delivered comprehensive analytics solution

Developed keyword extraction for Indic languages

Implemented topic modelling and classification

Fine-tuned multilingual models (mBART, mt5)

Built vernacular translation capabilities

Designed rover components and systems

Performed kinematic and IK spatial computations

Led mechanical design team development

Represented IIT Madras in international competitions