Group Manager, WNS

February 2024 - Present

•  Working for PennyMac (My previous job)

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Analyst II, Business Support - PennyMac, Dallas, USA

February 2021 - January 2024

•  As a full-stack developer, I streamlined operations by automating 100+ processes and reports using Web scraping, Python scripts and Tableau Dashboards, collectively saving employees over 20 hours of time every day.

• Crafted data science models for Fraud detection, Loan Application Fallout prediction and Income Prediction (AB Testing, XGBoosting, Statistics, Machine Learning, PySpark, Deep Learning, TensorFlow)

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Data Analyst Intern - RefineRe, Dallas, USA

January 2020 - May 2020

                                                                                                                                

• Transformed corporate real estate flat file data containing 100,000+ rows into a normalized database schema (1NF, 2NF, 3NF), ensuring data integrity and consistency while enabling ad-hoc query generation.

• Enhanced efficiency by optimizing a data pipeline that consolidated information from various real estate sources, transforming a week-long manual data cleaning process into a streamlined one-minute task.

• Developed a dynamic Twitter sentiment analysis tool to enhance daily customer acquisition strategies in response to the challenges posed by the unprecedented year of 2020.

 

Data Analyst: Banking and Finance sector - Tata Consultancy Services (TCS), India

​January 2018 - November 2018

• Extracted real-time data from 5610 Banking and Finance projects, built a logistic regression model identifying major factors causing project delays, and created a tool to flag high-risk projects. I received the "Special Initiator" award for pioneering predictive analytics in addition to descriptive analytics (R code, PostgreSQL, A/B tests)

• Actioned a prototype to cluster 5610 banking and finance sector corporate legal contracts based on profit from project, client service history, type of client, count of TCS employees working for clients and 50 more factors (R code, K-means)

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Programmer Analyst: Banking and Finance sector - Tata Consultancy Services (TCS), India

​June 2016 - December 2017

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• Served as the team lead for UI/UX design team, full-stack developer and managed 17 projects, trained 3 freshers to build full-stack website applications (HTML, PostgreSQL, Java, AngularJS, Bootstrap, OLAP)

• Made a single Cordova interactive and dynamic dashboard with 7 filters - for all android and iOS devices to manage 5610 banking and finance sector projects to help stakeholders review the status of projects and design project milestones (JavaScript, Android, iOS, Java, Cordova, JavaScript, OLAP)