// TODO: I’m martinuke0
Welcome to my corner of the internet. This website is a personal blog which I use as a platform to document my learning journey and showcase it for the world to see.
Build Your Own Fused Low‑Rank LoRA Fine‑Tuning Engine From Scratch
A hands‑on guide to building a fused low‑rank LoRA fine‑tuning engine from scratch, with runnable PyTorch code, architecture diagrams, and production‑ready extensions.
Build a User-Safety Portfolio Project: Secure Auth & Audit Logging with Go
A practical, runnable Go project that demonstrates secure-by-design patterns, encryption, and audit logging — perfect for signaling production engineering skills on a CV.
User Safety: Safe-by-Design Patterns for Production Systems
A practical guide to building systems that protect users through design, not afterthought.
From Scratch: Building a LoRA Fine-Tuning Adapter in Pure PyTorch
Implement a Low-Rank Adaptation (LoRA) module from scratch in PyTorch, then extend it with persistence, observability, and distributed training for production readiness.
Build a Pure‑Python Mixture‑of‑Experts Router from Scratch
This guide walks you through building a pure‑Python Mixture‑of‑Experts router from scratch. The result is a runnable project you can showcase on any CV.