Macroeconomic Modelling and Risk Analytics for Government Savings Bank
Since 2018, a sustained series of projects has been carried out for the Government Savings Bank of Thailand (ธนาคารออมสิน), covering macroeconomic forecasting, credit risk modelling, and economic sentiment measurement:
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Macroeconomic Model Validation and GDP Forecasting (2018–2021): As principal investigator, conducted four consecutive annual projects to test, update, and improve a macroeconomic model for estimating Thailand’s quarterly GDP growth. Each cycle included model validation, parameter re-estimation, and updated quarterly forecasts.
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Credit Application Scoring Model (2019): Developed and deployed an Application Scoring Model (Application Scoring) to assess credit risk for credit card and cash card applicants, in collaboration with ITG, including a four-year maintenance contract. A full applied machine learning and econometric pipeline for a major state financial institution.
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Grassroots Economic Confidence Index (2025, ongoing): As principal investigator, currently designing and implementing a nationwide survey to construct a Grassroots Economic Confidence Index (ดัชนีความเชื่อมั่นเศรษฐกิจฐานราก) and public opinion poll, capturing economic sentiment at household and community level.