ACK1: Structural Health Analytics (Radio-Frequency)

AFF1: Social Media Inference Through Deep Learning

AIP1: Predicting Food Trends Across Geographies in Asia

AIC1: Conversational AI for B2C Enterprises

AML1: Health Prediction using Microbiome Data

AML2: Nutrition/Diet Plan Recommender using Machine Learning

ARC1: Blockchain Solution for Industry 4.0 Integrated Shop Floor & Supply Chain

ARC2: Machine Learning for Digital Manufacturing Transformation

ATO1: Robust Electronics System Design for Quantum Sensing

ATO2: Mechanical Design and Dynamic Stabilisation for Quantum Sensing

BEX1: Robotics Hardware for Autonomous Marine System

BEX2: Improve Underwater Perception for Marine Robotics

CAR1: Create Pricing Recommendations for Airfreight with Machine Learning

CAR2: Flight Search Optimisation with Deep Learning

CLO1: Malicious Script and Malware Detection for Web Security Threats

DAT1: Machine Learning for Personal Data Linking

DAT2: Machine Learning for Domain-specific Document Classification

EKO1: Deep Learning on Echocardiograms

ENT1: Machine Learning with Quantum Computers

ENT2: Optimisation with Quantum Computers

ENW1: Robotics Automation of Environmental Service Vehicles (Road Sweepers)

EUR1: Computer Vision and AI for Robotic Perception

FIR1: AI-Based Analytics for Solar and Semicon Industries

HOL1: Natural Language Processing of Unstructured Clinical Data

HOL2: Explainable AI for Alzheimer's Disease

HOP1: Design Robotics Algorithms for Vehicle Routing Problem (VRP)

HOP2: Data Analytics and Machine Learning to Predict Robot Performance

HOR1: Develop Quantum Data Structures and Algorithms

HOR2: Develop Software Library to Simulate Quantum Processors

HYD1: Development of Modularised and Integrated Electrical and Membrane Treatment Systems

INT1: Information Extraction in the Legal Domain

ITV1: Automation of Video Interview and Video Coaching Using NLP, CV and Audio Processing

KON1: Automated Data Extraction from e-Commerce Website & Time-Series Analysis

KRO1: Aerogel Nanomaterial Formulation

MED1: Deep Learning on Retinal Images

MIC1: Design Micro Intrusion Detection System (IDS) for IoT Devices

MIC2: Machine Learning for Anomaly Detection

MIC3: Cybersecurity in IoT Edge Security

MOV1: Computer Vision for Robotics Localisation and Navigation

NDR1: Smart Robotic Biopsy Needle Path Planning For Lung Biopsy

NOV1: Development of Machine Learning and NLP capability to Filter Candidate Trading Groups

PAR1: Machine Learning for E-Commerce Logistics Prediction Engine

PEN1: Generating Creative Narratives in Video

PEN2: Advertising Text Generation in Asia Pacific Languages

POL1: Autonomous Monitoring of Crops using Drones

POL2: Automation of Pollination in Greenhouses with Drones

QUO1: Machine Learning on Graph Representation of the Code

RES1: Forecast, Distinguish, and Optimise Electrical Demand Using ML

RES2: Enhancing IoT Data Pipeline and Device Data Collection

RHS1: Training Recommendation Engine

RHS2: Compliance Readiness Automation

SOM1: Social Multimedia AI for Marketing

SPE1: Quantum Entanglement Software R&D

SPE2: Quantum Entanglement Instrumentation R&D

SQ41: Building the Alpha-Gos of the Advanced Manufacturing World

SQ42: Distributed AI System Engineering for Terabyte Scale Applications

TAI1: Knowledge Processing Optimisation (AI Engineer)

TAI2: Statistical R&D in NLP for Knowledge Work Automation

TAI3: Mandarin NLP Engineer

XNE1: Battery Health Predictive Analytics for Hazard and Maintenance Preventive Measures