Experience

• 

  Ministry of education, singapore

  Feb 2011 - Dec 2016

  Secondary mathematics teacher

  - Taught Mathematics across all 4 levels from Secondary 1 to 4, totalling 22 teaching periods per week- Incorporated an interactive-based program using ICT and e-learning tools to help students learn Mathematics through application to real-life scenarios- Applied concepts from Accounting and Finance background into the teaching of Personal and Household Finance topics in the Mathematics syllabus

• 

  Jac & co.

  Dec 2013 - Feb 2014

  Audit assistant

  - Completed the Compilation, Audit, Income Tax Summary and Annual Reports for 9 different companies- Integrated new templates into Working Paper for greater ease of understanding of the statements and for increased efficiency for future audit work- Assessed clients' risk profile to determine if their internal controls were sufficient and advised them on how to better manage their risks in future

• 

  Oriental patron

  Sept 2014 - Dec 2014

  Private equity research analyst

  - Compiled Agribusiness Reports from Global Indices and extracted data to assess client’s performance- Consolidated research on commodity prices (high, low, closing and averages)- Developed a dashboard to bring together all relevant data figures and information to support investment decision-making- Collated, edited and prepared clients’ Private Placement Memorandum for Company’s internal use and for future private equity-related investment reference

• 

  University of surrey

  Sept 2016 - Dec 2017

  International student ambassador

  - Contributor/Writer of "Singapore meets Surrey" blog- Campus Tour Guide- Co-organiser on University webinars for prospective students- International Student Recruitment Team and Marketing Campaigns Team

• 

  Accountant-general's department

  Jan 2018 - Jan 2018

  Consulting data analyst

  Applying Unsupervised and Supervised Machine Learning techniques for anomaly detection to improve audit processes

• 

  Singapore management university

  Jul 2021 - now

  RESEARCH INTERESTS- AI and ML for Data Analytics in Accounting and Business Decision-Making- Anomaly/Fraud detection and Prediction- Governance and Ethics of Machine Learning and AI- Dynamic Capabilities in Technology Adoption for Digital TransformationTEACHING INTERESTS- Accounting Data and Analytics- Knowledge Discovery and Data Mining for Business Analytics- Data Science in Accounting Sharing knowledge and experience about good practices of SMU-X teaching with other faculty members, while encouraging more faculty to teach SMU-X courses and/or mentoring them

  • Lecturer of Accounting

    Jun 2018 - now

  • Director of Student Matters

    Jul 2018 - now

  • SMU-X Academic Champion

    Jul 2021 - now