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Dave HO

Principal Lecturer & Consultant, Data Science Practice

Profile

Dave Ho is an experienced data leader and practitioner who is passionate about solving problems with data. His experience includes leading machine learning efforts and data strategy for yuu Rewards Club Singapore. He was responsible for the design, delivery and experimentation of its ML-based recommender system to enable personalized consumer experiences. Dave also worked as a Senior Data Scientist at Amazon. He led the implementation of a customer analytics program for Alexa Smart Home to support customer engagement and retention strategies with the use of exploratory data analysis to uncover behavioural patterns as well as machine learning for propensity modelling.

Dave's expertise is further demonstrated through his experience at the Defence Science and Technology Agency. As the Head Data Scientist, he led the build-up of data science and artificial intelligence capabilities across critical organizational domains. He also received recognition for his work in predicting machinery defects and achieving cost avoidance for the Republic of Singapore Navy.

Dave received both his Master of Science in Business Analytics and Bachelor of Engineering in Electrical Engineering from the National University of Singapore.

Educational Qualifications/Professional Certifications

  • Master of Science in Business Analytics, National University of Singapore 
  • Bachelor of Engineering in Electrical Engineering, National University of Singapore

What I Teach

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