FOUNDER-LED · DIRECT CONTACT
Software, Automation & Applied AI
Applied AI student and systems builder specializing in practical automation workflows, focused software tools, and local model experimentation.
The starting point is your work, not a particular technology. Together, we define the problem, choose a practical first step and agree how to check the result. Specialist requirements are discussed openly before a project is accepted.
OPEN SOURCE & MODELS / LUIS MACHADO
Public repositories on GitHub, Edge AI model releases on Hugging Face, and open research with verifiable benchmarks.
Created by Luis · Hugging Face
Edge AI 4B model evolved on Apple Silicon M4 Max via recursive self-improvement: +9.0% macro reasoning accuracy (69.6% to 78.6%) with strictly 0.0% regression on IFEval and HumanEval.
v1.0 (4-bit MLX) · Apache-2.0
Created by Luis · GitHub
Open-source tools, automation workflows, and practical AI experiments published on GitHub.
Public repositories · Open Source
WHAT COULD WORK BETTER?
Bring the problem, the possibility, or simply a question. We can start there.
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