สหกิจศึกษา
Main Project – Distribution Center Optimization
-Designed and implemented a Center of Gravity model using a Genetic Algorithm, reducing logistics distance by 67%
-Leveraged the Haversine formula, Winsorization, and DEAP library to identify optimal distribution center locations
-Built a Flask web app for uploading order data and visualizing distribution points on an interactive map
-Tuned GA parameters to balance accuracy and performance under real-world constraints
Additional Responsibilities – Data Visualization & KPI Dashboards
-Developed Power BI dashboards to analyze KPIs: average production rate, capacity utilization, forecast accuracy, inventory levels, and CO₂ emissions
-Cleaned and transformed data from multiple internal sources
-Collaborated with operations and logistics teams to derive actionable business insights