Darshan Jain
@darshanjain
Manager – Data Science and Analytics at POONAWALLA FINCORP
Pune
Darshan is an experienced Data Scientist specializing in the BFSI industry. He possesses expertise in generating insights, solving complex problems, and leveraging Bureau data (CIBIL and CRIF). His technical skills include Python, Machine Learning, SQL, and Tableau, with hands-on experience using libraries like pandas, Sklearn, and PySpark for data analysis and interpretation.
Experience
Manager – Data Science and Analytics
POONAWALLA FINCORP
ML Model - Identification of Potential BT customers (Ongoing): Developing a classification model to identify prospects whom have more probability of doing balance transfer to our organization. Moreover, helping in retaining our own customers. Income Imputation: Played a pivotal role in determining pre-approved and pre-qualified offer amounts by working on an Imputation project to estimate customer income for individuals. Managed Product Portfolios & Campaigns: Working with risk team in deciding the optimum parameter to identify cream customer with minimal risk. Minimizing opportunity loss by 25% by performing rejection analysis and consulting on the internal policy norms. SingleView Project – Created a project, designed to execute all the campaigns for all the products in one go, giving us view of eligible customer for each product, saving 80% of the man-power of the teams. Improving TAT for doing checks. Application Scorecard - Personal Loan: Optimized credit cost and credit underwriting for fast-paced approval by developing a machine learning model on Bureau data and validate on internal data to identify and separate potential defaulters. Increase in customer acquisition by 27%.
Associate Analyst
S G ANALYTICS PVT LTD
Was part of fixed income research division with day-to-day role included making research report on select companies, checking the credit worthiness and commenting and analyzing fundamentals of the companies. Extracting and analysing data from Bloomberg and factset terminal for generating reports on given company. In-charge of delivering daily newsletter to the stakeholder, highlighting marcro-economic and political news impacting the global credit markets.
Education
Praxis Business School
PGP Data Science
NMIMS
PGDFM
CFA (US)
CFA Level 2
CFA (US)
CFA Level 1
Sir KP college of Commerce
B.Com (Hons) in Marketing
Licenses & Certifications
CFA Level 2
CFA (US)
CFA Level 1
CFA (US)