// 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.
Dragonfly cache engine architecture diagram

Inside Dragonfly: Building a Multi-Threaded Redis-Compatible Cache Engine

Dragonfly reimagines Redis as a multi-threaded cache engine, combining full protocol compatibility with scalable performance for high-throughput applications.

September 30, 2026 · 4 min · 769 words · martinuke0
Mixture of experts routing layer illustration

From‑Scratch Mixture‑of‑Experts Routing Layer in Pure Python

A step‑by‑step tutorial creating a from‑scratch MoE routing layer in pure Python, complete with code, tests, and extension ideas for your CV.

September 30, 2026 · 8 min · 1644 words · martinuke0
A circuit board with glowing data streams

Building a GGUF Tensor Dequantizer and Lazy Loader

Learn to build a memory‑efficient GGUF weight loader that dequantizes tensors on the fly, ideal for low‑resource inference.

September 30, 2026 · 7 min · 1345 words · martinuke0
A sleek Python notebook with memory‑mapped safetensors visualisation

Hands‑On Build Guide: Memory‑Mapped Safetensors Loader with Lazy Tensor Slicing

A practical guide to building a memory‑mapped safetensors loader with lazy slicing and zero‑copy NumPy views, perfect for signaling systems engineering skill on your CV.

September 30, 2026 · 9 min · 1809 words · martinuke0
A code editor showing GGUF parsing code

Building a GGUF Model Loader with Built-in Dequant: A Portfolio Project for Systems Engineers

A practical guide to building a GGUF model loader with dequantization, demonstrating systems skills for engineering roles.

September 30, 2026 · 13 min · 2637 words · martinuke0
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