💲 Grants

Current (2021-now)

• Co-Principal Investigator, “Cardiac Advanced Recognition for Detection of Microvascular Abnormalities – Generalizable Model”, NHIC Innovation to Development (I2D), 2025-2026
• Co-Principal Investigator, “Adaptive & Scalable Defect Detection Solution for Semiconductor 2D Packaging Inspection”, AI for Manufacturing COE (Centre of Excellence), 2025-2026
• Lead Principal Investigator , “Towards Realistic Deep Learning for 3D Vision”, MTC Programmatic Programme, 2023-2026.
• Co-Principal Investigator , “Self-aware Continuously Learning Models”, AI Singapore Research Programme (AISG), 2022-2025
• Co-Principal Investigator (Team PI) , “A Protein Biophysical Strategy for Discovering and Targeting Key Protein Nodes in Cancer” Competitive Research Programme (CRP), 2020-2024

Previous (2014-2018)

• Co-Principal Investigator (Team PI) , “Intelligent Bioprocessing: Development of a Progressive Deep Machine Learning Framework towards Real-time Prediciton of Biologics Product Glycosylation”, SERC Strategic Funds (SSF), 2018-2019
• Principal Investigator , “Auto Graphical Prescription (Grx)”, ASTAR-GE Healthcare Collaboration Project, 2016-2017
• Co-Principal Investigator (Team PI) , “High Throughput Tissue-based Screening (HTTS): A Quantitative Approach to Increase Efficiency in Cancer Biomarkers Discovery and Translational Research”, Joint Council Office Project Fund (JCO), 2014-2017
• Co-Principal Investigator (Team PI) , “Deep Phenotyping Analysis of the Golgi: Automated In-depth Characterization of Image-based Phenotypes Scaled Up for Genome-wide Analysis of Golgi Regulatory Network”, Joint Council Office Project Fund (JCO), 2013-2016