Portfolio
I am a Software Engineering student at the University of Puerto Rico at Mayagüez. My work focuses on software systems, machine learning and telemetry tools, with interests in artificial intelligence and cybersecurity.
About
I am a Software Engineering student at the University of Puerto Rico at Mayagüez, interested in building software tools that help connect research, data, and engineering workflows.
My current work includes machine learning research with NDVI datasets, telemetry-focused software tooling for Loxodon-1 avionics, and programming projects in Python, C++, and Java. I am interested in cybersecurity, machine learning, and embedded systems.
Technical Focus
01
Built projects with Python, C++, and Java while practicing object-oriented programming, data structures, algorithms, and debugging.
02
Worked with NDVI datasets, model evaluation, Python workflows in Jupyter Notebook, and documentation for reproducible results.
03
Supported Loxodon-1 software workflows through telemetry-based work, and testing, avionics software support and research, and MCP server creation.
Projects
A research effort focused on understanding how machine learning models can be affected by adversarial attacks and how students can study, build, evaluate, and defend against those attacks.
Contributed to ML research by training and evaluating neural networks on NDVI datasets while documenting workflows, model performance, and reproducible evaluation steps.
A Model Context Protocol server created to give structured access to the Loxodon-1 codebase and project resources.
Helped streamline code navigation, debugging, testing support, and agent-assisted development workflows.
A Java desktop application for managing university parking reservations from the operator's perspective, including student data, vehicle data, availability, cancellations, section changes, waitlists, and reports.
Implemented the Java Swing interface and connected it to the domain and logic classes so reservation, cancellation, reporting, and parking-state features worked through the UI.
A C++ system that creates and manages targets using random coordinates, distance calculations, and prioritization logic.
Implemented sorting and custom comparator logic to rank targets by distance and priority.
Project Highlight
A research effort focused on understanding how machine learning models can be affected by adversarial attacks and how students can study, build, evaluate, and defend against those attacks.
Contributed to ML research by training and evaluating neural networks on NDVI datasets while documenting workflows, model performance, and reproducible evaluation steps.
Highlights
B.S in Software Engineering
Education
Completed courses in Calculus I-III, Data Structures and Algorithms, and Object-Oriented Programming.
Experience
Assisted students in lab sessions by helping them understand object-oriented programming concepts, debug code, and apply course material to practical programming problems.
Contact
I am open to internship opportunities, research, and projects related to software engineering, machine learning, telemetry tools, and developer-focused systems.
Available For
Software engineering internships, research opportunities, ML projects, Python/Java/C++ development, and technical collaborations involving telemetry or developer tooling.