Professional Summary
A Computer Science undergraduate at BITS Pilani. A polyglot programmer and researcher with varied experience building complex applications across domains including Machine Learing, Fullstack Web Development, Game Development and occasionally dabbling in DevOps and HPC.
Currently a researcher at the Visual Computing Lab, University at Buffalo.
Languages
- Python
- C++
- TypeSript
- GoLang
Work History
Intuit
Software Developer
Worked with Java, SpringBoot, Hibernate and PostgreSQL to to bring sweeping changes to the campaign and catalog management system in order to unify disparate data sources
May 2022 - Aug 2022Capital Quant Solutions
Machine Learing Team Lead
Developed an end-to-end deep learning pipeline for automating document processing workflows and led research into localized multi-object detection and text recognition
Oct 2020 - Jan 20211Consilienz
Visualization Lead, FrontEnd Engineer
Developed a versatile and performant system for graph and semantic relationship visualization to aid financial relationship analysis and fraud investigations
Dec 2019 - Mar 2022Research History
Undergraduate Thesis
Visual Computing Lab, SUNY Buffalo
Improved state-of-the-art results on Emotion Recognition in multi-party conversations by exploring the use of multi-modal sources, attention, self-supervision and active learning
Aug 2022 - OngoingSupervised Research
BITS Hyderabad
Worked on lightweight DL solutions for on-device malware detection and classificaion requiring 300x fewer parameters than state-of-the-art for comparable performance
Jan 2022 - May 2022