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A quality, secured data sharing infrastructure and a robust, scalable AI innovation and production platform are the lifeblood for enabling agile data-driven public policies, services and operations. Dr. Ghim-Eng Yap serves Singapore as the Chapter Lead for Data Engineering, growing a community of data engineering talents alongside product and operations specialists. The team designs, delivers and oversees central data sharing and AI production platforms, partners agencies to uplift their data readiness, and fulfills the functional leadership as the Data Engineering & Data Privacy Protection Capability Centre for the Whole-of-Government.
Ghim-Eng also played a key role in A*STAR. As Deputy Director of the 1st A*STAR Analytics Joint Lab, he led a 3-year programme with Singtel that delivered innovative services to its users. In 2015, he became Deputy Director of Strategic Planning, assisting his R&D institute to chart the science & business roadmap for over 700 staff. He was also the Deputy Director of A*STAR's Smart Nation Programme and Technical Director of Smart Nation Applied R&D Lab, helping public agencies in AI, machine learning, privacy protection, robotics, human language technologies & cyber security.
As a PMP® and Agile professional, Ghim-Eng led teams in partnerships that translated cutting-edge tech into robust user-centric applications. For over 18 years, his teams delivered advanced intellectual properties & AI products ranging from recommender systems & explainable AI to geo analytics, data privacy, NLP, and AML/CFT network analysis.
As a leading Data Scientist, Ghim-Eng won Kaggle's USD$100,000 1st Prize in the GE Flight Quest 2013 and also the Fraud Detection in Mobile Advertising Contest 2012. He published research on machine learning and AI in tier-1 international journals and conferences. He patented a method (US) for privacy-preserving data aggregation, with use cases in e.g. smart IoT sensors & audience measurement
Ghim-Eng also played a key role in A*STAR. As Deputy Director of the 1st A*STAR Analytics Joint Lab, he led a 3-year programme with Singtel that delivered innovative services to its users. In 2015, he became Deputy Director of Strategic Planning, assisting his R&D institute to chart the science & business roadmap for over 700 staff. He was also the Deputy Director of A*STAR's Smart Nation Programme and Technical Director of Smart Nation Applied R&D Lab, helping public agencies in AI, machine learning, privacy protection, robotics, human language technologies & cyber security.
As a PMP® and Agile professional, Ghim-Eng led teams in partnerships that translated cutting-edge tech into robust user-centric applications. For over 18 years, his teams delivered advanced intellectual properties & AI products ranging from recommender systems & explainable AI to geo analytics, data privacy, NLP, and AML/CFT network analysis.
As a leading Data Scientist, Ghim-Eng won Kaggle's USD$100,000 1st Prize in the GE Flight Quest 2013 and also the Fraud Detection in Mobile Advertising Contest 2012. He published research on machine learning and AI in tier-1 international journals and conferences. He patented a method (US) for privacy-preserving data aggregation, with use cases in e.g. smart IoT sensors & audience measurement
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2014 IEEE 15th International Conference on Mobile Data Management (2014): 345-348
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part IIpp.48-64, (2012)
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