Siva Arvind Email & Phone Number

Chennai, Tn, In

Chennai, Tamil Nadu, India

Chennai

 Collections Simulation tool– Build a simulation model for collections teams to plan/strategize in achieving their intended net credit loss based on their historical trend Stress testing model – Simulation model to identify stress on portfolio by simulating 5 possible levels of stress scenarios to forecast recovery rate of accounts Fraud detection model (proof of concept) – to create an ensemble of fraud detection statistical models and identify potential cases of fraud with risk categorization using outlier logic mechanism Macro-Economic forecasting model–three scenario ECL forecasting model to establish relationship between economic factors and identify potential impact on by correlation and regression Propensity to Buy model- Model to identify eligible customer base from our existing pool for refunding repossessed stock vehicles by using Logistic regression Early warning system for reminder calling of non-delinquent accounts by estimating probability of bounce Branch benchmarking study for P&L ratio – A deep dive benchmarking study on the P&L items of a branch with negative ROTA to highlight the changes in financial behavior Branch scoring collections model – Work closely with BCG vendor team for collections drive project. Find cohorts of stress in collections/tele-calling data and create suitable trigger mechanism for immediate bias for action. Also train branch managers to effectively utilize the reports Fuzzy logic algorithm for grouping same customer with different accounts Create comprehensive reports and dashboards on performance metrics for risk triggers Plan and implement new analytics models in data lake feature for real-time dashboards of collection metrics Implementation and integration of analytics models into salesforce feature for real time monitoring system

Chennai, Tamil Nadu, India

 Use Shell to crawl page source of web content and scrape information for pricing analysis Automation of routine tasks and modularize different sections using VBA Generating critical insights using SQL and provide reports by data connection in Tableau Huge data extraction and manipulation to segregate data using shell script for faster computation Handling complex project in monitoring the largest retailers next to Amazon and conduct benchmarking studies during promotional sales for market competency

Chennai, Tamil Nadu, India

 Detailed market analysis for competitor discovery and price competency Recommendation of best prices for Amazon products with effective price matching techniques Handling and organizing data, generating business insights to take an effective course of action Mentor a team of a sub-process to achieve the intended goal Develop business dashboards to communicate the results to senior management

Bachelor Of Engineering (B.E.), Mechanical Engineering

Education record