Resume
Experience
2020 - Present
AI/ML Associate
JP Morgan Chase & Co.
Bengaluru
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Built a high accuracy industry classification and established an on-demand consumption pipeline.
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Built a recommendation model to help bankers identify potential clients. Designed and developed the consumption pipeline for the model in AWS.
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Experience training BERT-based models, Sentence transformers, LDA topic model, Nearest Neighbor model, etc. for domain specific task.
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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
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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.
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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
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Winner of DCB Bank Hackathon - 2017
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2nd Runner up for MS HACK- 2019
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9th position across Global JPMC locations in the JPMC AWS Deep Racer 2020.
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5th position among 100+ projects at JPMC Global Hackathon 2022.
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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
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Subject Matter Expert for incoming freshers in JPMC
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Mentor for specially-abled recruits in JPMC
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Member of Women Techmakers Google