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Thong Loon Tan has a diverse work experience in various companies. Starting in 2008, they worked at DSTA as a Track Lead, where they led a team in the design and development of a data warehousing and analytics solution. Their responsibilities included gathering requirements, designing data models, and creating reports and dashboards using SAP software. Thong Loon stayed with DSTA until 2015. In 2016, Thong Loon became a Data Scientist Intern at Nextone Partners, where they gained experience in data science. Thong Loon then joined DSTA again in 2017 as a Senior Engineer for a few months before transitioning to DBS Bank as a Data Scientist. In 2018, they joined CPF Board as a Principal Analyst and Deputy Director. The provided information does not specify the end dates for the roles at CPF Board and DBS Bank.

Thong Loon Tan completed a Masters of Technology in Knowledge Engineering at the National University of Singapore from 2016 to 2017. Prior to that, Thong Loon Tan obtained a Bachelor of Engineering (Second Upper Honours) in Computer Engineering from Nanyang Technological University Singapore from 2004 to 2008. In addition, Thong Loon Tan completed various certifications in data science and machine learning from Coursera between 2014 and 2018.