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Ryan HernandezRH
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Ryan Hernandez

@ryanhernandez

I build Python data applications that turn healthcare, retail, and stock data into actionable insights.

United States
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I developed machine learning applications as an intern at Miami Dade College, building linear regression models, visualizations, and automated data extraction workflows to improve predictive analysis.

My projects include OneView, a Python and Tkinter healthcare data visualization system with interactive body regions, risk classification, and medical imaging support. I also built a supermarket simulator that uses K-means clustering and Apriori association rules to analyze purchase patterns.

I’ve developed a stock prediction system using historical Yahoo Finance data, linear regression, and visualizations to compare predicted and historical price trends. I enjoy building modular, user-centered applications that make complex data easier to explore.

Experience

Work history, roles, and key accomplishments

MC

Machine Learning Intern

Miami Dade College

Jan 2023 - Apr 2023 (3 months)

Developed a machine learning application by implementing linear regression models and data visualizations using R Studio, improving predictive analysis accuracy. Automated data extraction and integration from multiple document sources to streamline preprocessing.

Education

Degrees, certifications, and relevant coursework

Florida International University logoFU

Florida International University

Bachelor of Arts, Computer Science

Pursuing a Bachelor of Arts in Computer Science, expected to graduate in December 2025.

Miami Dade College logoMC

Miami Dade College

Associate Degree

Earned an Associate Degree in May 2023.

Tech stack

Software and tools used professionally

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