Resume

Experience

AI/ML Associate, Senior Associate, Lead

JP Morgan Chase & Co.

Palo Alto, California

Started as an Associate but moved on to Senior Associate (2024) and Lead role by 2026.

Built a Graph Neural Network based product recommendation system that solves for cold-start problem. Deployed this system as a real-time recommendation system with sub-2 second latency.

AI/ML Associate

JP Morgan Chase & Co.

Bengaluru, India

Built a high accuracy industry classification and established an on-demand consumption pipeline.

Built a recommendation model to help bankers identify potential clients. Designed and developed the consumption pipeline for the model in AWS.

Experience training BERT-based models, Sentence transformers, LDA topic model, Nearest Neighbor model, etc. for domain specific task.

Developed an automated ML pipeline, the first for AWS based model deployments in Commercial Banking.

Software Engineer Associate

JP Morgan Chase & Co.

Bengaluru, India

Automated a manual process of 6 weeks to be done in 15 minutes by building and owning microservices to facilitate a file ingestion platform using Angular and Spring Boot, with CI/CD and hosted on Cloud Foundry.

Built a highly configurable Data Quality Engine in Java that can run on Apache Spark, Impala, and Oracle.

Contributed in development of near-real time frameworks for Kafka and Spark Streaming based data ingestion.

University of Massachussetts, Amherst

2023-2025

Visvesvaraya Technological University

2014-2018

Natural Language Processing

Machine Learning

Data Science

Graph Neural Networks

AWS

Machine Learning Operations

Python

Java

Winner of DCB Bank Hackathon - 2017
2nd Runner up for MS HACK- 2019
9th position across Global JPMC locations in the JPMC AWS Deep Racer 2020.
5th position among 100+ projects at JPMC Global Hackathon 2022.
Certificate of Recognition at Line of Business level in JPMC for 'outstanding team performance and lasting contribution' awarded on 9th of September 2019.