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Work Background
EXLSenior Consultant
Jan. 2025Noida, Uttar Pradesh, India
EXLConsultant 2 Analytics
Oct. 2021 - Dec. 2024Gurugram, Haryana, IndiaModel Developer [December 2023-Present] • Prepayment Forecasting - Classify customers who would prepay loans • Worked extensively on various asset classes, including HEIL, HELOC, CHELOC, and mortgages, as well as sub-asset classes like first lien mortgage, second lien mortgage, senior lien, and junior lien. • Extracted and analyzed data from Experian databases, comparing it with internal client data stored in Hadoop tables to generate deeper insights and support decision-making. • Calibrated models on DataRobot, improving Precision-Recall metrics and enhancing model accuracy. • Conducted in-depth data analysis using Python and SQL, focusing on application, origination, and portfolio data. Data Scientist May 2023-November 2023 • Provided monthly sales forecasts with detailed macro-economic analyses, driving strategic decisions for the client. • Developed and analyzed price elasticity models, enabling the client to assess various pricing scenarios and implement targeted strategies. • Utilized SQL for data extraction, transformation, and creating ad-hoc reports, ensuring data accuracy and relevance. Data Analyst October 2021-March 2023 • Led impactful data science projects, applying advanced analytics and machine learning algorithms to identify merchant transactions and categorize them effectively. • Developed compelling data visualizations and dashboards to communicate key insights to stakeholders. • Managed project teams, ensuring timely delivery and successful execution of data science initiatives. • Leveraged AWS and GitHub to build an NLP solution for transaction clustering, improving the accuracy of transaction categorizations.
Knowledge Lens: A Rockwell Automation CompanySenior Data Scientist
Aug. 2020 - Jan. 2021Bengaluru, Karnataka, IndiaNLP Solutions: Developed and implemented NLP models for complex business problems, including custom entity classification. Data Pre-processing: Performed feature engineering to enhance data quality and model performance. Exploratory Analysis: Conducted data analysis to identify key patterns and trends. Leadership: Led and mentored junior data scientists, ensuring successful project outcomes. Built end-to-end computer vision solutions using YOLO v5 for retail clients.
Flutura Decision Sciences & AnalyticsData Science Programmer
May. 2018 - May. 2020Bengaluru, Karnataka, IndiaExploratory Data Analysis: Identified patterns and trends in complex datasets. API Development: Developed RESTful APIs to meet client requirements. Asset Monitoring: Provided asset timeline reports, optimizing uptime and downtime for clients. Regression Modeling: Built regression models to predict calibration values in flow meters. Client Collaboration: Worked closely with clients to deliver data-driven recommendations and POCs.
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