Hello👋, I'm

Roi Caride

Student of Business and Technology

Turning data-driven technology into measurable business impact

Roi Caride - Business and Technology Professional

About Me

Data Science & Innovation

I'm Roi, a Business & Technology student at the University of Santiago de Compostela. I design end-to-end data pipelines—collect, clean, model, and visualize—to turn raw information into decisions that move revenue, cost, or risk in the real world.

Full-Stack Prototyping

From soldering a custom PCB that streams sensor data to deploying an ML microservice in the cloud, I enjoy owning the entire lifecycle so ideas become working products—fast.

Future Vision

Technology is only meaningful when it changes a P&L. My north star is to create data-driven solutions that are both technically elegant and economically sustainable.

Projects

Data Science

Song Recommender

A machine learning-based music recommendation system that suggests songs based on user preferences and listening history. Built with Python and scikit-learn.

Python scikit-learn Pandas

View Demo

Titanic Dataset Analysis

Machine learning analysis of the Titanic dataset to predict survival. Achieved Top 4.7% in Kaggle with 84.13% accuracy through extensive data preprocessing and feature engineering.

Python Seaborn Data Analysis

Summary

Financial Market Analyzer

Advanced financial analysis platform that combines real-time market data with machine learning to predict market trends and provide investment insights.

Python Pandas TensorFlow Financial APIs

Other Projects

Electric Scooter

Designed and built a custom electric scooter from a children's frame. Including a 48V battery, 1500W motor, hydraulic brakes, and custom Solidworks-designed components. A project demonstrating engineering skills and self-directed learning.

Solidworks Electronic Mechanical

Summary