Throughout my studies and professional experiences, I have developed a strong skill set in data analysis and visualization, as well as web application design and implementation. Some of my specific abilities include:
2022 - current
2019 - current
2018 - 2019
2018 - 2018
2018 - 2018
2016 - 2018
2015 - 2015
2021 - 2021
2017 - 2019
2015 - 2016
2006 - 2012
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.
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.
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.
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.
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.
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.
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.
While in undergraduate school I took several courses related to circuits. I am comfortable working with devices such as the Raspberry Pi and circuits.
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