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Harpreet Kaur Goraya

@harpreetkaurgoraya

Computer Science student analyzing clinical data and improving heart disease model accuracy with Python.

For my Heart Disease Classification & Exploratory Data Analysis project, I analyzed clinical data and compared Random Forest and K-Nearest Neighbors models. Feature scaling improved KNN accuracy from 67.2% to 82.0%, and the model achieved 97.0% recall on the test set.

I'm developing MoneyMingle, a personal savings management application that turns a spreadsheet into a platform for managing financial goals, accounts, transactions, and progress. As Science Lab Coordinator at Lone Star College System, I coordinate lab operations and analyze student performance information to identify trends.

Experience

Work history, roles, and key accomplishments

Current

Science Lab Coordinator

Current

Lone Star College System

Aug 2025 - Present (1 year 3 months)

Coordinate laboratory operations across multiple science courses, supporting 100+ students per semester and maintaining accurate operational records. Maintain inventory tracking and documentation for 200+ laboratory equipment items and chemical supplies, and analyze student performance information to identify trends.

laboratory operations Inventory Management Data Analysis Documentation

Education

Degrees, certifications, and relevant coursework

University of Houston

Bachelor of Science, Computer Science

Grade: 3.81

Activities and societies: Dean's Distinguished Scholars List – Fall 2025 and Spring 2026; Relevant Coursework: Data Science with Python, Machine Learning with R, Data Science & Machine Learning, Database Systems, Fundamentals of Artificial Intelligence, Algorithms & Data Structures

Pursuing a Bachelor of Science in Computer Science with a GPA of 3.81, expected to graduate in December 2026. Recognized on the Dean's Distinguished Scholars List for Fall 2025 and Spring 2026.