About Me

Computer and Systems Engineer and Web Developer with experience in agile methodologies. Proficient in technologies such as JavaScript, Python, React, Node.js, and Relational & No Relational databases. Proven track record in efficient problem solving, with demonstrated ability to quickly adapt to new technologies and development environments.

Experience

Junior Developer

University Of Cundinamarca | 2+ Years

Collaborated with a team of systems engineers developing the front end of a recipe book to allow students to create, edit and share recipes.
Developed the front-end of a platform for freelancers focused on the recruitment and creation of medical services using SCRUM methodology.
Experience with React.js to build several interactive SPAs.

Algorithms Tutor & Competitive Programmer

University Of Cundinamarca | April 2022 - Present

Provide competitive programming tutorials in C++ and Python, guiding students to improve their skills in algorithms and data structures.
Keep up to date through extensive research and constant review of technical documentation related to algorithms and data structures.
Active participant in national and international competitions, such as the ICPC, CCPL, Codeforces Divs and RPC.

Skills

JavaScript React TypeScript Python Node.js Tailwind CSS Figma Markdown LaTeX Agile/Scrum Methodologies MySQL Git & GitHub

Languages

Spanish Native

English C1

Projects

Aurora

Description

This system has been developed as part of a research project at the University of Cundinamarca Extension Facatativá, with the aim of providing students in the Psychology program with a support tool for the diagnosis of depressive disorders.Using advanced machine learning techniques, the system analyzes clinical data to identify patterns and risk factors associated with depressive disorders, providing a complementary tool to professional clinical judgment.

Code Demo Design

Emotional Mitigation Playlist Recomendator W/ Spotify Playlists

Description

This project is a full-stack web application designed for emotional detection and mitigation through music; The core of the system is a deep learning model (dense neural network with TensorFlow/Keras) that analyzes the audio characteristics of a song to classify it into three emotions: anger, sadness, or happiness. The backend, built in Python with Flask, serves this model and connects to the Spotify API (Spotipy) to recommend mitigation playlists that help the user regulate their mood. The project goes beyond the main demo, offering a metrics dashboard (built with Chart.js) to evaluate the model's performance and an interactive traceability timeline. The latter documents the entire research process and engineering decisions, including the pivot from a failed CNN model to the current DNN solution, demonstrating a complete ML development lifecycle.

Code Demo Design

Butterfly Recognition w/ Back Propagation

Description

I developed a complete desktop application with MATLAB App Designer for butterfly classification, the main tool allows the user to upload an image, and using a trained neural network model; the system identifies and predicts the butterfly species. The project demonstrates an end-to-end machine learning workflow. In addition to the classification app, I created separate modules for model training and image processing. The latter utility allows you to dynamically load and apply different kernels (defined in a JSON) to visualize how filters affect feature extraction.

Code Demo Design

Tato's Roguelike

Description

“Tato's Roguelike” is a game development project that documents my hands-on learning of Python applied to a genre I am passionate about; The result is a functional dungeon exploration game where the player navigates randomly generated levels; Built from scratch following the popular Roguelike tutorial, the project uses tcod for the console interface and Numpy for data operations. The code is structured in a modular way and is completely open to contributions, reflecting my interest in open source software and collaborative learning.

Code Demo Design

Education

E.I San Miguel Arcángel College

Baccaulareate - (2010-2021)

HTML Web Design
C++ Development With Arduino

University Of Cundinamarca

Undergraduate - Systems Engineering - (2021-2026)

Programming & Software Development
Systems Architectures & Relational / No Relational Databases

Oracle Next Education

Development Practices - (2023-2024)

Hands-on projects that simulate real-world Scenarios
Responsive Design & Web Accesibility