Building EdgeMind: Experimenting with LLM Inference on Android
Edge MLOps experiments: implementing Phi-3 mini on Android from scratch with NNAPI acceleration, custom tokenization, and KV caching
Hey, I’m Ignacio
I write about AI, mobile development, and building things. Based in Valencia, Spain.
This is where I share what I’m learning and thinking about.
Scroll to explore
What I Write About
I explore AI, mobile development, and the process of building things. My writing focuses on practical insights, lessons learned, and interesting problems I'm working through.
I'm currently interested in edge AI, mobile ML, and making technology more accessible. I believe in sharing knowledge openly and learning through writing.
AI & ML
Mobile Development
Valencia, Spain
Featured Projects
EdgeMind
experimental
Experimental LLM inference system for Android exploring custom tokenization, KV caching, and hardware acceleration from scratch
Python
ONNX Runtime
Edge AI
LANZAT
completed
NASA Space Apps Challenge 2025 hackathon project combining satellite data and AI to predict climate vulnerability in Florida
Python
FastAPI
ML Pipeline
Latest Writing
AI Talk at Hackerspace Valencia
Intro session on generative AI with practical tools and examples.
Building Augen: AI Vision for Accessibility
Development insights and challenges from building an AI-powered vision assistant for accessibility
My Journey with Hackapet: Lessons from Open Source Leadership
Insights from founding and leading an open source team building digital tools for animal shelters
Specialties
Get in Touch
I'm always up for conversations about AI, mobile development, or interesting problems. Feel free to reach out if you want to discuss ideas, collaborate, or just chat about tech.