• Led data-driven strategies, doubling projected revenues in the first year.• Managed relationships with IT vendors and oversaw the integration of analytics tools, enhancing data collection accuracy and ensuring timely project delivery.• Directed financial forecasting and budgeting, aligning resources with company objectives.• Engaged in diverse tasks from setting up operational processes, liaising with legal teams for compliances, to negotiating terms with potential partners and… Show more • Led data-driven strategies, doubling projected revenues in the first year.• Managed relationships with IT vendors and oversaw the integration of analytics tools, enhancing data collection accuracy and ensuring timely project delivery.• Directed financial forecasting and budgeting, aligning resources with company objectives.• Engaged in diverse tasks from setting up operational processes, liaising with legal teams for compliances, to negotiating terms with potential partners and investors, reflecting the multifaceted challenges of a newly established business. Show less

• Advised clients on life insurance products tailored to their financial and protection needs.• Guided clients on investment opportunities using my IC license, aiming for optimal returns..• Analyzed risk factors using data analytics to optimize asset allocation based on client goals.

• Enhanced prediction accuracy for Thailand payment transactions by 5% using machine learning, saving 30+ hours.• Led a pilot program to integrate transactional payment data, expanding service provider offerings, easing regulatory reporting, and fortifying BOT's policy capabilities.• Streamlined work processes using Tableau, resulting in a monthly savings of over 50 work hours.• Authored comprehensive guidelines for debt-restructuring, encompassing methods, business sizing, loan… Show more • Enhanced prediction accuracy for Thailand payment transactions by 5% using machine learning, saving 30+ hours.• Led a pilot program to integrate transactional payment data, expanding service provider offerings, easing regulatory reporting, and fortifying BOT's policy capabilities.• Streamlined work processes using Tableau, resulting in a monthly savings of over 50 work hours.• Authored comprehensive guidelines for debt-restructuring, encompassing methods, business sizing, loan amounts, and credit statuses.• Pioneered an initial framework regulating the use of Central Bank Digital Currency (CBDC), stablecoins, and cryptocurrencies.• Designed a graph network to monitor bank risks via BAHTNET, influencing the calculation of credit risks for individual banks.• Participated in the Bank of Thailand Young Talent Program, undergoing intensive rotations across 7 departments within a 6-month span. Show less

• Developed 24 conversion rate (CVR) models by using Machine Learning, affecting 390M monthly users and leading to the increase in Gross Booking Value per shopper by 3.5% and in Booking revenue per shopper by 2.8% in A/B testing • Applied data visualization and sensitivity analysis to interpret 24 models’ prediction for future development• Introduced Deep Learning models for CVR predictions through the BrainTrain session for the first time, leading to the improvement of accuracy rate by… Show more • Developed 24 conversion rate (CVR) models by using Machine Learning, affecting 390M monthly users and leading to the increase in Gross Booking Value per shopper by 3.5% and in Booking revenue per shopper by 2.8% in A/B testing • Applied data visualization and sensitivity analysis to interpret 24 models’ prediction for future development• Introduced Deep Learning models for CVR predictions through the BrainTrain session for the first time, leading to the improvement of accuracy rate by 1.0% in offline evaluations• Conducted A/B testing and evaluated online performance of published models Show less

• Collected and prepared mobile sensing data (Accelerometer, Gyroscope, Magnetometer, GPS, Bluetooth)• Developed deep learning models (DNN, LSTM) for multi-human activity recognition, particularly to identify patients with mental illness with the accuracy over 70%

• Monitored credit, economic, and concentration risk in the credit portfolio of $55 Billion domestically and overseas; helped senior executive set business plan regarding of risk • Developed work processes by implementing automated techniques using Excel macros and SAS programming, saving more than 20 working hours per month• Re-segmented industries, reducing correlation of loan growth and NPL by 13.8% and 26.1%; new industries can demonstrate better loan distribution and risk… Show more • Monitored credit, economic, and concentration risk in the credit portfolio of $55 Billion domestically and overseas; helped senior executive set business plan regarding of risk • Developed work processes by implementing automated techniques using Excel macros and SAS programming, saving more than 20 working hours per month• Re-segmented industries, reducing correlation of loan growth and NPL by 13.8% and 26.1%; new industries can demonstrate better loan distribution and risk monitoring• Discovered useful correlations that can help BBL extrapolate loan growth when moving into emerging markets where data is insufficient• Constructed automated loan forecasting models of industries by using machine learning technique, the models that led to 5% higher accuracy and reduced the working time from 5 hours to 30 minutes Show less

• Initiated group business plan “Packmate”; presented to Bangkok Bank committee, and won First Runner-up award

• Executed intern project which investigated historical data of 5,300 gas wells in the Gulf of Thailand• Recommended new guideline for estimation of gas wells’ lifespan, leading to the accurate forecast of 61 gas wells’ reserves, a significant difference of 4.86% from 83.4 BCF to 79.4 BCF• Saved $200,000 and received Chevron Thailand Intern Scholarship

• Conducted the case study of Progressive Cavity Pump (PCP) replacement to prevent the failure in high temperature reservoir• Delivered the presentation about operating safety in Hydraulic Workover Unit (HWU) to promote higher safety standards of future operations