Computer Vision (CV)
Intelligent Waste Classification System
Intelligent Waste Classification System
Fish Farm Computer Vision System
Fish Farm Computer Vision System
Natural Language Processing (NLP)
SROI Impact Factor Extraction with NLP
SROI Impact Factor Extraction with NLP
Business Document Alignment & Insights (NLP Pipeline)
Business Document Alignment & Insights (NLP Pipeline)
Deep Learning (DL)
COVID-19 CT Scan Classification & AI Triage Prototype
COVID-19 CT Scan Classification & AI Triage Prototype
IMDB Sentiment Classifier (Wide + Deep Neural Network)
IMDB Sentiment Classifier (Wide + Deep Neural Network)
Machine Learning (ML)
Predicting High Learner Ratings for SkillsFuture Healthcare Courses
Predicting High Learner Ratings for SkillsFuture Healthcare Courses
Data Analysis
Airline Passenger Satisfaction Analysis & Segmentation (K-Means Clustering)
Airline Passenger Satisfaction Analysis & Segmentation (K-Means Clustering)
Bike Rental Demand Forecasting (Multiple Linear Regression)
Bike Rental Demand Forecasting (Multiple Linear Regression)
Public Health
InnovHealth Telemedicine Platform Design (EdenM + EdenHealth)
InnovHealth Telemedicine Platform Design (EdenM + EdenHealth)
Healthier SG User Persona & mHealth Recommendation
Healthier SG User Persona & mHealth Recommendation
Learning Facilitation & Assessment
Technology-Enabled Learning Experience Design (RStudio for Excel & Charting)
Technology-Enabled Learning Experience Design (RStudio for Excel & Charting)
Route Planning Training Program (Google Classroom Prototype)
Route Planning Training Program (Google Classroom Prototype) 
