// 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.
A diagram showing the speculative decoding process with draft and target models.

Building a Speculative Decoding Engine in Pure Python: A CV-Worthy Side Project

Build a from-scratch speculative decoding engine in Python that demonstrates real systems skill. Includes a draft model, speculative sampling algorithm, and rejection sampling loop with runnable code.

October 20, 2026 · 10 min · 2116 words · martinuke0
Block-sparse sliding-window attention transformer architecture

Building a Block‑Sparse Sliding‑Window Attention Transformer with Reversible Layers in Pure Python

This post walks through building a block‑sparse sliding‑window attention transformer with reversible layers in pure Python, providing runnable code and architectural insights.

October 20, 2026 · 8 min · 1627 words · martinuke0
A master node concept illustration

Master

A deep dive into the master node pattern, exploring leader election, failover strategies, and consistency guarantees for building resilient distributed systems.

October 20, 2026 · 6 min · 1097 words · martinuke0
A short URL service dashboard

Building a Scalable URL Shortener Service in Go

This tutorial walks you through building a URL shortener service in Go that scales to millions of requests per day, with production‑ready patterns and code.

October 20, 2026 · 8 min · 1662 words · martinuke0
A developer laptop displaying a chunk‑based document store dashboard

Hands‑On: Building a Chunk‑Based Document Store Portfolio Project

Learn to build a chunk‑based document store from scratch using Go, Docker, and PostgreSQL, and create a standout portfolio project that signals production‑grade engineering ability.

October 20, 2026 · 5 min · 1055 words · martinuke0
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