2020 DSA3311: Undergraduate Project Internship Programme

  1. A dynamic Dashboard for Predictive Machinery and Automated Reporting Tool
  2. Text Analytics for Multi-Document Summarization
  3. Visualization and Correlation Analysis for data insights
  4. Build a user interface and a dashboard using Power BI, Power Apps and Excel Visual Basic
  5. Data and Model Quality Checking Project

 

2019 Supervised Projects for ST4199

  1. Responsive Split Questionnaire Survey Design for the Estimation of Tourist Expenditure
  2. Tourist Expenditure Prediction: A Multi-Task Learning Approach
  3. A Deep Learning Framework For Stock Investment

 

2019 Staff Advisor for DSA 4299 Projects:

  1. Singapore Warehouse Workforce Optimization
  2. Forecasting brand KPIs by developing and automating end-to-end machine learning pipeline
  3. Content Discovery and Viewing Improvements on Viki web and Apps

 

2019 DSA3310: Undergraduate Project Internship Programme

  1. Intelligent Robotic Navigation/Manipulation System with Deep Learning
  2. Implementation of a machine learning algorithm to automate and flag anomalous behaviours
  3. Build a Dashboard using Power BI
  4. Survey Analytics Project
  5. Micro-Survey Analysis

 

2018 Supervised Projects for ST4199

  1. Predicting In-Hospital Mortality Risks in Intensive Care Unit Admissions
  2. Using Machine Learning to Identify Type 2 Diabetes Patients with Prolonged Length of Stay in ICU
  3. Predicting patient no-show and evaluating a predictive overbooking algorithm in improving clinic performance

 

2018 Supervised Projects for ST5199

  1. Multi-Task Learning for Stock Investment

 

2017 Supervised Project for ST4299

  1. Churn Analytics Reduction System to Maximize Revenue