Research Assistant for Capital Market Research Institute (Insurance)
Research assistant in product development on Tontine, innovative type of life insurance to address ageing society issue Full Document
Posts by Collection
portfolio
Data Analyst for Techberry Company Limited (Information System)
Data analyst Developing API for Digital Transformation in Financial Institutions Company Website
Data Analyst for SKY ICT Public Company Limited (Information System)
Data analyst Providing Business Intelligence to Enhance AOT Airline Operations Company Website
publications
Investigating the Role of Growth in Determining Capital Structure in Thai Stock Market (SET) through Signaling Game
Published in Thailand and the World Economy Journal, 2021
This paper uses Game Theory and Applied Econometrics to suggest financial modeling
Recommended citation: Visantavarakul, K. (2021). "Investigating the Role of Growth in Determining Capital Structure in Thai Stock Market (SET) through Signaling Game." Thailand and The World Economy. 39(1), 58–72. Retrieved from https://so05.tci-thaijo.org/index.php/TER/article/view/243081
Download Paper
An Application of Reinforcement Learning to Credit Scoring Based on the Logistic Bandit Framework
Published in International Conference on Applied Statistics 2022, 2022
This paper uses Reinforcement Learning to improve performances of credit underwriting in microfinance
Recommended citation: Visantavarakul, K. & Kiatsupaibul S. (2022). "An Application of Reinforcement Learning to Credit Scoring Based on the Logistic Bandit Framework." International Conference on Applied Statistics 2022 (pages 95-101). http://icas2022.stat.kmutnb.ac.th/doc/ICAS2022%20Proceeding.pdf
Download Paper | Download Slides
Cash Profitability in Corporate Liquidity Management with Cross-sectional Heterogeneity
Published in PKU Master Thesis, 2024
This paper uses causal analysis and machine learning to study business practices in liquid asset management.
Recommended citation: Visantavarakul, K. (2024). "Cash Profitability in Corporate Liquidity Management with Cross-sectional Heterogeneity." [Master Thesis, Peking University HSBC Business School]. https://drm.lib.pku.edu.cn/pdfindex1.jsp?fid=431813afd1f97101532a4a1f2d9a9b10
Download Paper | Download Slides
Computational Economics Project in Macroeconomics and Finance
Published in , 2024
This working project conducts quantitative analysis using structural modelling
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Full Online Course on Probability Theory
Undergraduate Courses (Online), DeeConstruct, 2021
Teaching Samples (Full Online Course, FREE):
Chapter 1: Course Intro
Chapter 2: Conditional Probability
Chapter 3: Random Variables
Chapter 4: Distributions
Chapter 5: Special Distributions
Chapter 6: Large Random Samples
Notes: In case you found typos, they are attributed to my personal mistakes. If you have any comments or suggestions, feel free to send me email kantapong_deeconstruct@outlook.com. They will certainly be used for upcoming iterations.
Teaching Assistant & Tutor (Thammasat University)
Undergraduate course, Thammasat University, Faculty of Economics, 2021
Teaching Philosophy: I simplified complicated Mathematics for students to easily digest Economics Theory.
Teaching Timeline (3 years for 7 subjects):
Fall 2019: Statistics for Social Science I
Spring 2019 - Fall 2020: Statistics for Social Science II
Spring 2020: Macroeconomics Theory; Economics for Financial Market and Institutions
Fall 2021: Microeconomics Analysis; Econometrics I
Spring 2021: Mathematical Economics II
Teaching Assistant (Chulalongkorn University)
UG-course, Chulalongkorn University, Chulalongkorn Business School, 2022
Teaching Philosophy: I equipped students with statistical techniques to solve challenging business problems.
Teaching Timeline:
Spring 2022: Statistical Simulation and Computation (50 students)
Teaching Assistant and Tutor (Peking University)
Graduate Courses, Peking University, HSBC Business School, 2024
Teaching Philosophy: I guided students on Business Management research via solid Economics & Finance Theory.
Teaching Timeline:
Spring 2023 (M4): Asset Valuation Theory (21 students) Syllabus
Spring 2024 (M3): Research Methodology for Management (25 students) Syllabus
Spring 2024 (M4): Managerial Economics (46 students) Syllabus