Isarapon P.

Data Scientist @Bualuang Securities

กรุงเทพมหานคร, TH

Equity-to-DR and DW Opportunity Prediction- Extracted behavioural features from clients with equity accounts- Built classification models to forecast the likelihood of clients activating DR/DW trading accounts- Performed sanity checks to validate model predictions against actual client data, ensuring accurate identification of target customers- Supported ICs in proactive outreach, increasing new product adoption and client activation by 4x.Customer Segmentation- Performed behavioral analysis to inform targeted client strategies- Compared multiple clustering models and applied dimensionality reduction techniques to mitigate the curse of dimensionality- Identified optimal clusters and analysed customer profiles for each segmentETL- Developed robust ETL workflows in PostgreSQL to integrate and reshape multiple data sources, improving data quality and readiness for downstream modelling.

Kasetsart University

B.Eng., Chemical Engineering

University of Bristol

Master degree, Data Science