SUTASINEE PONGSANAM
Objective
Passionate about innovative solutions to elevate information processes with expertise in database management, business analysis, and data analysis. Actively seeking opportunities to enhance organizational efficiency and make a measurable impact.
Education
Bachelor of Science in Statistics
King Mongkut’s Institute of Technology Ladkrabang (KMITL) — Aug 2021
– Mar 2025
GPA:3.49
skills
SQL
Python
Power BI
RStudio
SPSS
Figma
Microsoft Tools
Internship
RIS CENTRAL GROUP (April 2024 – June
2024)
Business Analyst Internship - Communicated and
collaborated with users to select suitable features and meet
requirements
- Designed and optimized workflows
- Managed all project-related documents and ensured proper
organization
- Reconsidered sales reports to identify errors and find solutions
Academic projects
| ### 📌 Air Quality Index Prediction Developed a machine learning model to predict AQI using ensemble methods and SHAP values. 📎 🔗 View Full Report (RPubs) |
| - Developed a machine learning model to predict the Air Quality Index (AQI) using ensemble machine learning methods. - Evaluated the model’s performance using RMSE, MAE, and R² metrics on a dataset of over 1 million entries from India’s Central Pollution Control Board. - Applied SHAP values to interpret the results and highlight the key factors influencing AQI predictions. |
Statistics Selection Tool
- Developed a VBA tool in Excel to assist users in selecting
appropriate statistical tests based on their data and research
questions.
- Included an intuitive interface that guided users by presenting questions such as “Is your data normally distributed?” and recommended appropriate statistical tests.
Forecast Gold Prices
- Forecasted gold prices using time series analysis with 9 years of
historical data.
- Implemented the analysis using Excel and Minitab to develop the predictive model.
Fitness Center Database System
- Created an ER diagram and relational schema, followed by
normalization.
- Generated a data dictionary to assist in building a database system for the fitness center.
Factors Affecting the Price of Audi Cars Used
- Imported data from Kaggle and utilized Excel and R Programming to
clean, preprocess, and analyze the data.
- Established criteria for decision-making in the process of buying and selling used cars.
Certificates
Power of Personality (Full Course)
Issued by: KMITL Masterclass (KLIX)
Description: Personal branding, leadership, and
confidence development
View
Certificate (PDF)
Modern Entrepreneur (Full Course)
Issued by: KMITL Masterclass (KLIX)
Description: Business model canvas, startup strategy,
innovation
View
Certificate (PDF)
Professional Communication and Presentation (Full Course)
Issued by: KMITL Masterclass (KLIX)
Description: Public speaking, persuasive communication,
professional presentation
View
Certificate (PDF)