TY Punleu
A passionate data science student exploring technologies and learning to solve real-world problems.
Technologies
These are the technologies I've worked with
Featured Projects
Exploring the intersection of data science, technology, and innovation
Khmer Data Annotation Tool
The Khmer Data Annotation Tool is a user-friendly web application designed to simplify the process of annotating and labeling Khmer text data in Image. In our web application, they can update their image dataset (PNG, JPG), drawing boxes on the region of text, then run OCR to get the result as extracted text. Optionally, export as JSON, YOLO format
Customer Churn Analysis
A comprehensive data-driven project focused on identifying patterns and predicting customer churn using advanced machine learning algorithms and historical data analysis.
DVD Rental Management System
DVD Rental Database (PostgreSQL) Analyzed customer behavior and rental trends using complex SQL queries on a relational database.
Other Projects
Hospital Management System
A full-stack Hospital Management System built with Node.js, Express, PostgreSQL, Sequelize, and React. This project handles core hospital operations including patient records, appointment scheduling, staff roles, and billing management. Designed to work with large real-world datasets, it features role-based access, API integration, and a clean MVC backend structure. Developed as part of my final project for both database and full-stack development courses.
Contact
Submit the form below to get in touch with me