Manish Pandey

About Manish Pandey

Passionate about turning data into real business value, I bring 15+ years of experience…

Experience

1. Vice President

   Wells Fargo

   Nov 2021 — Present

   Working in dual capacity of people manager and data science manager for LOB engagements. • Currently leading Commercial banking model development COE • Lead data science initiatives for COO & HR LOBs as part of the centralized AI COE within Wells Fargo (20••••22) • Key responsibilities include problem formulation, managing business engagement, oversee model development, validation and deployment life cycle. • Identified new problem areas and researched technical details to build innovative products and solutions Selected Projects Snapshot: • Optimize bid prices for mortgage trading in secondary markets (Patent pending). • Generate optimal grouping of lenders to optimize participation in loan syndication (Patent pending). • Predict top 5 NAICS (North American Industrial Classification classes) based on a brief text description of business using a light weight custom scoring model with comparative model performance with traditional tree-based ML algorithms. • Optimize overall mortgage processing cycle time along with a prioritization engine for timely prioritization (Patent submitted). • Merchant Extraction from card transactions for deep dive dashboards and cobranding opportunities

Skills

• Customer Segmentation Strategy
• R
• Logistic Regression
• Analytics
• Time Series Analysis
• Predictive Modeling
• Database Marketing
• Predictive Analytics
• Sas
• Data Analysis
• Sas Programming
• Business Analysis
• Business Objects
• Visual Basic for Applications (Vba)
• Business Analytics
• Spad
• Data Mining
• Segmentation
• Vba
• Basics of Vba
• Statistical Modeling