Eric Bernard Aquino

Computer Science Student | Data Science & Analytics

About Me

Profile

Hello! I'm Eric, a passionate Computer Science student specializing in Data Science & Analytics. I'm dedicated to solving complex problems through code and data-driven insights.

With a strong foundation in programming and analytical thinking, I strive to create innovative solutions that make a meaningful impact. I'm constantly learning and exploring new technologies to expand my skill set.

Data Science
Data Analysis
Machine Learning
Python
SQL
JavaScript
React
Excel
Juoyter Notebook

My Projects

Project 1
Churn Prediction Model
Prediction model to find out which customers might stop using a product or service.

A predictive analytics project built using Python and Jupyter Notebook to identify customers likely to churn based on bank customer data. The model uses demographic, financial, and behavioral features to classify churn outcomes and provide actionable business insights.

Python
Jupyter Notebook
Project 2
MoodTunes
Music recommendation system based on the user’s mood.

MoodTunes is a mood-based music recommendation system built with React, Vite, Node.js, and Express, using the Cyanite and Spotify APIs to suggest songs that match your mood, with JWT-authenticated access and smooth Framer Motion animations.

React
Node.js
Spotify & Cyanite API
Project 3
Hospital Readmission Prediction
Web-based application that predicts 30-day hospital readmissions using machine learning

A full-stack web application developed using Next.js and TypeScript. The project incorporates an intuitive dashboard and rich data visualizations to help healthcare professionals analyze patterns and risk factors associated with patient readmissions.

Next.js
TypeScript

Education & Certifications

Bachelor of Science in Computer Science
Mapua University
2022 - 2025

Specializing in Data Science

  • Consistent Dean's Lister
  • GPA: 1.72

Get In Touch

I'm currently looking for new opportunities to apply my skills and knowledge. Whether you have a question or just want to say hi, I'll do my best to get back to you!