Fullstack

I implemented Celiacos's new website. I use HTML, CSS, JavaScript, and Bootstrap for the frontend. It is still a project under development

Frontend

I led the development for Docokid's new website. I use HTML, CSS, JavaScript, and Bootstrap for the frontend. Additionally, I incorporated graphics and styling that align with the company's brand image. Additionally, I provided support for the backend development utilizing Django framework.

Data Visualization | Machine Learning

We developed a tool that uses data visualization to measure and monitor patient readmissions. Using data from medical records and a random forest model, it allows the identification of risk factors and supports evidence-based decision-making.

Data Visualization

This project is a data visualization chart that I developed using D3.js, HTML, and CSS. By using a force-directed graph, I was able to represent the relationships between movies, actors, and directors.

* The visualization may not display properly on mobile devices. I suggest accessing it using a computer.

Python Library

I had the opportunity to participate in the development of a Python library aimed at simplifying the application of Natural Language Processing techniques for texts in spanish.

Python Library

I had the opportunity to participate in the development of a Python library that simplifies the verification of the content of dataframes and delivers data quality metrics through a downloadable HTML report.

Machine Learning

A Support Vector Machine model was implemented to classify the quality of spirometry tests at a Colombian medical foundation, allowing for an efficient identification of tests that need to be repeated.

Machine Learning

For our final project in the Data Science for All program, we utilized machine learning models to create an app with Dash capable of predicting the Kilowatt/hour price in the Colombian Energy Market.

Videogame development

I participated as a developer in a small video game project, the objective of which was to test a proof of concept. The project utilized Unity as the game engine and the code was written in C#.

* The demo app may not work in latest cellphones.