Patipon Choyniyom | Data Analyst, Data Science

Patipon Choyniyom

Data Analyst, Data Science

Based in Chatuchak,Bangkok

About

Hi! I'm Patipon, a statistics student passionate about uncovering insights from data. I excel in using tools like Excel, Python (including machine learning techniques), SQL, Tableau and Power BI. My internship experiences have honed my skills in data preparation, clustering algorithms (including K-Means and Elbow Method), evaluation metrics, data-driven strategies, dashboard design (using Figma and Looker Studio), and decision-making based on data. I'm eager to tackle new data challenges and use my knowledge to make sense of the world through analytics.

Skills

Projects

Salary Prediction App for Data Job Roles

This project develops a Streamlit-based web app that predicts salaries for data-related job roles such as Data Analysts and Data Scientists. Users input their job title, experience level, work type, and company location to receive an estimated salary based on market trends. The app utilizes machine

Customer Segmentation at Isuzu Leasing: Internship Project

Leveraging data science, I segmented Isuzu Leasing's customer base into distinct groups. This project utilized K-Means clustering and the Elbow Method to identify 7 unique customer segments, each with specific characteristics and behaviors. These insights enabled Isuzu Leasing to develop targeted

Collectors Performance Dashboard at Isuzu Leasing: Internship Project

During my data analyst internship at Isuzu Leasing, I spearheaded the development of a Collectors Performance Dashboard. The objective was to enhance the efficiency and effectiveness of the collections team by providing a comprehensive tool for tracking and evaluating agent performance.

CarSaleDashboard

Developed a Tableau Car Sale Dashboard showcasing sales trends by color, body part, and manufacturer. Enabled data-driven insights for strategic decision-making and business optimization.

Interest Table Project for Investment Statistics class

"Built an Excel loan calculator with VBA for quick monthly payment calculations, featuring a dynamic table and visual chart for easy tracking."

Experience

2024-2024

Internship

Internship Experience at Isuzu Leasing Customer Segmentation: Utilized K-Means clustering and the Elbow Method to identify 7 distinct customer segments, enabling tailored marketing strategies and improving service delivery. Collectors Performance Dashboard: Designed and implemented a dashboard using Figma and Looker Studio to track key metrics for the collections team, facilitating data-driven decisions and improving operational efficiency.

Education

Present

Statistics At Kasetsart University