SGInnovate: Building Startups in AI, MedTech, Mobility and More

Deep Tech Projects

Application for Master’s/PhD students extended till 5 FEB 2021.
Apply now or find out about the projects in detail via the buttons below.

Find out past projects via the cards below or click here for the full project descriptions.

Register your interest for updates on the next Summation run.

  • ACC1: Predictive Analytics with AI Recommender System for L&D Platform

  • ACK1: Structural Health Analytics (IoT)

  • AER1: Enhancing Algorithm for Detection of Drone Defects

  • AEV1: Acoustic Classification of Physiological and Environmental Sounds Using Machine Learning

  • AFF1: Deep Learning for Social Media Marketing Platform

  • AIP1: Analyse Consumer Conversations for Recommendations in FMCG Sector

  • ALZ1: High-throughput DNA Sequencing

  • ALZ2: Strain Optimisation for Production of High-Value Compound

  • ATO1: Design and Development of Environmental Control Systems

  • ATO2: Hardware Miniaturisation and Software Optimisation

  • ATO3: Miniaturised Cold Atom Trap for Interferometry

  • ATT1: Development of a Multi Spectral Imager Platform

  • AUM1: Fully-integrated and Offline Robot Simulator for AI-Robot Programming

  • BPS1: Automated Microbial Control Solution

  • BPS2: Automated Microbial Detection Solution

  • CEL1: Revolutionising Clean Meat: Developing Novel Biomaterials and Bioprocesses

  • CEV1: Developing Novel Allogenic Cell Therapy

  • COU1: Reinforcement Learning Models for Document Analysis

  • ENT1: Applied Mathematics with Quantum Computing

  • ENT2: Numerics, Optimisation and Machine Learning Methods

  • EUR1: Calibration for High-Accuracy Robotics

  • EUR2: Computer Vision for Robotics

  • FIN1: Innovative Credit Risk Modelling with AI

  • FIR1: AI-Based Analytics for Solar and Semicon Industries

  • HAS1: Carbon Credit Smart Contracts on Blockchain

  • HAS2: Trade Matching with AI Orchestration for Asset and Wealth Management

  • HYD1: Development of Chemical-Free, Cost-effective Wastewater Treatment Systems

  • HYP1: Deep Learning for Jewellery Characteristics Recognition

  • KKT1: AI for Mental Health: Modelling Emergency Hospitalisation Risk of Behavioral Health Patients

  • KKT2: AI for Mental Health: Natural Language Processing of Unstructured Clinical Data

  • KKT3: AI for Mental Health: Development of Analytical Packages for NeuroBlu

  • KNO1: Property Analytics using Computer Vision

  • KRO1: Development of Aerogel Formulation for EV Battery Application (Material Scientist)

  • KRO2: Aerogel Fabrication Development and Scale-up (Manufacturing Process Engineer)

  • MED1: Deep Learning on Retinal Images

  • MIC1: Machine Learning for Vulnerability Detection on IoT Devices

  • MIC2: IoT Edge Machine Learning Anomaly Detection

  • NVC1: Next-Generation Investor Engagement

  • PHA1: R&D on Microsphere Technology

  • POL1: Autonomous Crop Monitoring Using Micro-drones

  • POL2: Autonomous Navigation and Perception with Micro-drone for Pollination in Greenhouses

  • POR1: Data Science for Predictive Supply Chains [Demand Forecasting]

  • POR2: Data Science for Predictive Supply Chains [Predictive ETA]

  • PRE1: ACL Injury Diagnosis and Tracking Rehabilitation

  • PRE2: Knee Osteoarthritis Diagnosis and Progression Prediction

  • RES1: Enhancing IoT Firmware and Hardware for Efficient Operation

  • RES2: Forecast, Distinguish, and Optimise Electrical Demand

  • SPR1: Machine Learning for Chemical-Resistant Nanofiltration Membranes

  • SIX1: Deep Learning on Detection of Manufacturing Defects

  • SOM1: Social Multimedia AI for Marketing

  • SPQ1: Quantum Communications Technologies R&D

  • TOW1: Predictive and Personalised Mental Healthcare with Sentiment Analysis

  • TOW2: Customising Matching Algorithms to Enhance User Journey

  • EKO1: Deep Learning on Echocardiograms

  • VEN1: Autonomous Prime Mover for Ports

  • VFL1: Development of Hybrid Energy Storage Battery System

  • VFL2: Development of Multi kW to MW Flow Batteries

  • VOL1: Silicon Rich Anode Engineering and Cell Development

  • WAV1: Radio Frequency Signal Processing Algorithm Development for WaveScan’s Scanning Technology

  • WAV2: System Integration of WaveScan’s Scanners onto Robotic Platforms