Sep 2021 – Mar 2023 · 1 yr 6 mos · Salt Lake City, Utah, United States · On-site

• · Develop and maintain the platform in accordance with the changing regulatory and business needs
• · Deployed a Python framework for the Credit Risk division's ETL processes, leveraging Dask distributed computing for scalability. Integrated state management in MongoDB, enabling interrupted jobs to resume with fixes and avoiding full pipeline reruns. Achieved a 75% runtime-reduction to process 15M+ records. A major challenge involved reusing the firm’s legacy model code, which resided in the firm's proprietary code infrastructure - Slang.

Mar 2021 – May 2021 · 2 mos · California, United States

• · Built an NLP application to query and rank 100k+ documents on the basis of user-defined constraints. Deployed Docker containers into production using AWS ECS cluster.
• · Re-engineered the application APIs and MongoDB query pipeline to achieve complete data aggregation within 4 seconds

Jan 2020 – Aug 2020 · 7 mos · Chicago, Illinois

• Research Assistant in the Linguistic Cognition Laboratory and member of the Metaphor
• Identification project team led by Head of the university’s Computer Science Department.
• · Trained a model in python for identifying metaphorical words in a sentence with an accuracy of 67%
• · Built an LSTM model which using GloVe embeddings identified sarcastic sentences with 90% accuracy
• · Researched a Brexit-tweets text-classification model using only 10% labeled data. Using Snorkel for supervision and Exploratory Data Analysis, improved classifier accuracy by 15%

Jun 2018 – Jul 2019 · 1 yr 1 mo · Gurgaon, India

• Experienced software engineer in backend NodeJS and Javascript development. Member of the AI
• center of Excellence team to design and implement AI/ML models into business practices.
• · Developed AskArchie, a host of chatbots used bank-wide, serving 50k+ users with 1500+ conversations automated daily through FB Workplace, Service Now, Liveperson and company network channels.
• · Innovated a Contract Intelligence system to reduce contract management time, with a potential to save £5M annually. Presented this to RBS bank leaders to reduce time spent managing lengthy contract cycles.

Jul 2017 – May 2018 · 10 mos · Gurgaon, India

• Capital Calculator Engine, Credit Risk Reporting, Enterprise Solutions
• · Coded R scripts to perform ETL tasks on enterprise data, facilitating transition from legacy Oracle database to Kafka- enabled cloud-based Data Lake architecture on AWS

Jun 2016 – Jul 2016 · 1 mo · New Delhi

• Intern with Smart Joules development team tasked with shadowing developers and handling daily
• necessary duties. Accomplishments include:
• · Developed a database that stored meter readings able to be identified by scanning QR codes or NFC tags on the meter.
• · Designed mobile UI to visualize the readings from sensors obtained over 7 days.
• · Ran a meter data analysis to identify energy usage patterns and reported methods to maximize power efficiency.

Jul 2015 – Aug 2015 · 1 mo

• Developed a login portal and implemented a session manager, maintained a database of customers and the medicines ordered by them. Added the android app functionality of clicking the image of doctor's prescription and upload it to the server and keep a record of it in the database.