Articles & Publications
Research notes, technical articles, and public write-ups.
Selected writing across AI systems, robotics, cultural computing, STEM education, and software engineering.
Working Papers
AI Research
Building an AI Health Twin for Industrial Robotic Arms
Exploring the design and academic validation of an AI-powered predictive health twin for industrial robot arms, focused on anticipating failures before they propagate into costly shutdowns.
2025 – Present · 8 min read
Read case studyAcademic Project
Engineering a Virtual and Dynamic Museum for Digital Cultural Preservation
Documenting the engineering and deployment of a virtual museum system developed to preserve and present the artistic legacy of Byron Gálvez, culminating in a real public exhibition.
2025 · 9 min read
Read case studyAI Systems
Designing an AI-Based Educational Support Agent
Documenting the design and institutional presentation of an AI-based educational support agent, alongside a broader vision for STEM, VR, and robotics laboratories as integrated educational infrastructure.
2025 · 9 min read
Read case studyRobotics
Competing at National Scale: Engineering a VEX Robotics Team to a Top-10 Finish
Documenting participation in a national VEX Robotics competition, finishing 7th place nationwide as a robotics developer responsible for software behavior and system tuning.
2025 – Present · 8 min read
Read case studySTEM Education
Deploying Virtual Reality Labs for High School STEM Education
Documenting the design, setup, and operation of VR sessions using Pico Neo 3 Pro headsets with high school students in constrained classroom environments.
2025 · 8 min read
Read case studySTEM Education
Introducing Robotics Through STEM Labs: Beyond Assembly and Code
A session designed to introduce robotics through engineering culture and soft skills, using VEX Robotics as a systems-level reference point.
2025 · 7 min read
Read case studySTEM Education
Teaching Competitive Robotics: Hardware, Software, and Systems Thinking with VEX
A hands-on technical workshop where students work directly with robot hardware, embedded C++ programming, and system integration for competitive robotics.
2025 · 8 min read
Read case studySoftware Engineering
Competing in Programming Contests: Learning Under Time and Cognitive Pressure
Documenting participation in a competitive programming event (Coding Cup) and the skills developed through problem-solving under constraints.
2024 · 7 min read
Read case studyEducation
Bringing STEM, Robotics, and AI to Public Media
Documenting my first experience participating in a live interview at Radio y Televisión de Hidalgo, discussing STEM laboratories, VEX Robotics, and artificial intelligence.
2025 · 6 min read
Read case studyAI Systems
Building a Vision-Language Model Runtime That Runs Entirely in Your Browser
Engineering a privacy-first, zero-dependency vision-language system using WebGPU, vanilla JavaScript, and Apple's FastVLM model—no frameworks, no servers, no API calls.
2025 – 2026 · 10 min read
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