Wei Sheng Tan

Fraud - Real-time Face Swap Detection - Real-time ID card Spoofing Detection - Real-time Visa Fraud Model Credit Risk - Income Estimation - Default Rate Forecast Go-to-Market - Balance Tier Propensity Model - Customer Segmentation

Route Revenue Management - Flight Fare Optimization - Load Factor Forecasting Ancillary Pricing - Dynamic Pricing Model - Recommender System

- Real Time Pricing System - Implied Volatility Prediction Model - Risk Monitoring Tool

- Option Pricing Model - Trading Strategies Backtesting - Price & Scenario Simulation

Core Courses: - Machine Learning - Reinforcement Learning - Deep Learning - Online Learning - Natural Language Processing - Advanced Linear Algebra for Computing - Convex Optimization - Case Studies in Machine Learning

Core Courses : - Bayesian Inference and Computational Method - Stochastic Process - Time Series Analysis - Statistical Model - Survival Model - Probability and Statistics - Real Analysis - Multivariate Calculus