Experience
Software Engineer | WhatsApp (Meta) Feb 2024 – Present
Owner of contacts infrastructure for 3B+ users. Optimized privacy checks from 4M/day failures to <100/day. Building discovery APIs for Meta AI bots.
Software Engineer | ServiceNow May 2022 – Feb 2024
Led development of high-performance autocompletion features. Leveraged Rust-based SWC transpilers to optimize JS execution in JRE.
Software Engineer II | JPMorgan Chase & Co 2019 – 2021
Engineered unified monitoring for firm-wide encryption infrastructure using Python, Java, and ReactJS.
Research Work
Benchmarking Generalization via In-Context Instructions
Co-authored seminal work on instruction tuning used as foundational training data for FLAN-T5, OPT-IML, and Stanford Alpaca.
Detection of Pitting Corrosion using RCNN
Developed an automated framework using Regional CNNs to detect and analyze corrosion in metal surfaces. This Deep Learning solution enables predictive maintenance for industrial structural integrity.
Projects
Bloom
NLP engine based on Bloom’s taxonomy. Awarded by the Prime Minister of India at Singapore-India Hackathon.
View Reponatural-instructions-expansion
Expansion of the Natural Instructions dataset for cross-task generalization in LLMs.
View Reposelective_prediction_mtl
Researching sampling strategies for Selective Prediction performance in Multi-Task Learning.
View Repotweets_sentiment_analyzer
Real-time sentiment analysis engine for live Twitter streams using NLP and Python.
View Reporeact-fullscreen-slideshow
Published NPM package for high-performance React slideshow components in TypeScript.
View RepoAwards
1st Place
ServiceNow Intern Hackathon (1/40 teams)
2nd Place
Singapore India Hackathon. Awarded by PM of India (2/40 teams)
1st Place
Software AG API Hackathon (1/30 teams)