Tiamoesg

About

Builder. Systems thinker.
First-principles engineer.

I build technology from the ground up — from custom data types and silicon kernel programming to full-stack platform architectures and AI model training. My work spans hardware design, neural network research, blockchain engineering, and sovereign organizational systems.

What makes my approach different is integration depth. I don't specialize in one layer and outsource the rest. I design the data format, write the training loop, program the hardware kernel, build the platform, and architect the economic model. This vertical integration produces systems that can't be replicated by assembling vendor products.

Background

Indigenous Knowledge Systems

Years of study with indigenous elders in Colombia's Sierra Nevada de Santa Marta, learning the systems thinking that governs natural ecosystems. This isn't metaphor — it's the foundation of how I design organizational and technical architectures. Fractal patterns, harmonic scheduling, and regenerative feedback loops are engineering principles, not philosophy.

Full-Stack Engineering

C, Rust, Python, Solidity, Flutter, React. Bare-metal to frontend. GPU training pipelines, custom neural architectures, blockchain smart contracts, relay servers, mobile applications. I write production code at every layer of the stack.

AI & Machine Learning Research

Designing custom model architectures, training self-supervised speech models on 1,400+ hours of audio, building neural codecs from scratch. Not fine-tuning open-source models — creating new architectures with novel data representations.

Hardware Design

Programming Tenstorrent Tensix cores at the kernel level. Designing custom floating-point data types, quantization schemes, and memory layouts for domain-specific inference acceleration.

Organizational Architecture

Founder and architect of Sun Nation — a sovereign organizational system with its own governance, economic engine, and technology platform. Active operations spanning Colombia and the United States.

Philosophy

"If you understand the system deeply enough, you can design a better one. If you can't design the data type, you don't understand the problem. Start at the bottom. Build upward. Let the architecture emerge from the physics."

Let's talk.

Available for enterprise consulting engagements, advisory roles, and strategic partnerships.

$20K Engagement