Case Studies
Engineering Case Studies
Technical case studies, research notes, and build logs with implementation context, constraints, and outcomes.
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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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