Deepak Singla Email & Phone Number

Bangalore Urban, Karnataka, India

Bangalore Urban, Karnataka, India

Bangalore Urban, Karnataka, India

Customer Potential Value for US Consumer (Card, Retail and Multiple Relationship Customer) Objective: Build Customer centric approach by predicting Potential Value for efficient marketing strategy Identified different segments based on bureau behaviour to predict segment based potential value Identified 8 key segments for marketing strategy based on.

Bengaluru, Karnataka

Trade Finance Need Prediction for Institution client Group (ICG) of Citi Objective: Worked on Trade Finance need prediction for Institution client Group (ICG), so that we can optimally allocate the funds. Built Rule based Engine (an expert system which incorporate Business knowledge) Bulit XGBoost model Built the following Bayesian model: 1) Bayesian.

 Worked on a Contact Strategy Optimization for Credit card customers in North America.  Developed following Reinforcement learning algorithms in python for maximizing long term rewards by making more meaningful contacts. 1) Q Learning 2) Fitted Q Learning 3) Deep Q Learning Used a Keras library in python for building an neural network and Bellman.

Mumbai, Maharashtra, India

 Developed a segmented (for different delinquency segment) model to identify the Customer who are more likely to default in next month for Home Loans to enable collection team to prioritize efforts  Worked on Collection Scorecard model for prioritizing collection effort for Home Loans Statistical Techniques used – XGBoost, Decision Tree and Logistic.

Remote Internship in Data Science and Analytics

Master Of Managment, Business Analytics

Exchange Student(Iisc-Iimb), Consultant

Indo-German Project For Advance Research (Ingpar),Winter School, Machine Learning And Artificial Intelligence

Bachelor Of Engineering - Be, Chemical Engineering