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Resume

Experience

2020 - Present

AI/ML Associate

JP Morgan Chase & Co.

Bengaluru

  • 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. 

2018-2020

Software Engineer Associate

JP Morgan Chase & Co.

Bengaluru

  • 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.

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  • 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.

Education

2014-2018

Visvesvaraya Technological University

Bachelor of Engineering in Computer Science 

Bengaluru

Subjects Studied:

Graph Theory and Combinatorics (10CS42)

Operations & Research (10CS35)
Design and Analysis of Algorithms (10CS43)

Data Structures with C (10CS39)

Database Management Systems (10CS54)

Object Oriented Programming with C++ (10CS36)

Java (10CS71)
Management & Entrepreneurship (10AL61)
Unix/Linux Shell Programming (10CS88)
Software Engineering (10IS51)
Web Programming (10CS74)

Technologies

Natural Language Processing

Machine Learning

Data Science

Big Data

AWS

Machine Learning Operations

Languages

Java

Python

C

Extracurriculars

Awards and Recognitions

  • 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.

Volunteer Experience

  • Subject Matter Expert for incoming freshers in JPMC

  • Mentor for specially-abled recruits in JPMC

  • Member of Women Techmakers Google ​

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