AI Admission Score Simulator for Universidad de Antioquia

Applied research by Anderson Alvarez Vásquez using AI, historical UdeA admissions data, and a simulator for undergraduate cutoff score scenarios.

By Anderson Alvarez Vásquez · 2026-09-07

• technology
• programming
• Data
• AI
• Education

UdeA Admission Model Overview I recently published an applied research project called UdeA Admission Model , focused on historical undergraduate admissions data from the University of Antioquia UdeA . The goal of this project was to explore how variables such as applicants, admitted students, campus, academic program, semester, and cutoff scores relate to each other, and then build a public simulator that helps estimate possible admission score scenarios. What the Project Includes The project combines: - Descriptive analysis of historical admissions data. - Reproducible data preprocessing. - Applied artificial intelligence concepts for pattern exploration. - A browser-based simulator for cutoff score scenarios. - A public-facing report designed for transparency and experimentation. Why It Matters University admission processes generate valuable historical data. When analyzed carefully, this data can help identify trends, compare academic programs, and understand how demand and available seats may influence cutoff scores over time. This simulator does not replace official admissions information provided by the University of Antioquia. Instead, it serves as an exploratory tool for understanding historical patterns and estimating possible outcomes under similar conditions. Public Version You can explore the project here: UdeA Admission Model https://connect.posit.cloud/andersonav91/content/01a0638a-e9ff-36d5-5694-5d0883a6a8aa Final Note This project is part of my personal research work in data analysis, artificial intelligence, education, and public decision-support tools . Explore the Project The full interactive version of this applied research project is available online. It includes the descriptive analysis, methodology notes, and a browser-based simulator for...