Shrinarayan Pandey

Data Scientist

HDB Financial Services•  August 2023 - Present

Developed a predictive Model to identify Credit worthiness of the customers which helped reduce delinquency by ~60% from previous delinquencies. Built a propensity model with ~80% accuracy using Machine Learning Algorithms which helped increase disbursement by 25%. Performed E.D.A. to identify trends, seasonality and outliers.

Data Analyst

PSM Soft Tech Pvt. Ltd.•  December 2022 - August 2023

Expertly analysed and segmented 3K transactional accounts in Salesforce using python and created python scripts to automate data cleaning, validation and de-duplication, reducing errors by 25%. Improved user experience by training model to predict duplicate questions with 72% accuracy using NLP, advanced feature engineering, and sklearn machine learning (ML). Analysed textual data from products in user-curated collections using NLP and clustering to identify customer buying behavior.

Data Analyst

Furnace Fabrica Ind Ltd•  August 2015 - April 2016

Used SQL and to extract, analyse, and interpret ~2.5M data points; defined key metrics and visualised data using Excel and Tableau. Used My Mathematical Aptitude and Engineering knowledge to identify cost for the complete dismantling of a plant.