// 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.
HNSW vector index code illustration

Building a Production‑Ready HNSW Vector Index from Scratch

A complete, runnable Go implementation of HNSW with testing, benchmarking, and extension points — perfect for showing systems engineering chops.

November 1, 2026 · 7 min · 1421 words · martinuke0
Abstract illustration of WebAssembly compilation pipeline

Deep Dive into WebAssembly Compilation: Wasmtime's Cranelift Backend

An in-depth look at Cranelift’s role in Wasmtime, its compilation stages, and how it delivers fast, safe native execution.

November 1, 2026 · 4 min · 710 words · martinuke0
Short description of the cover image subject.

From‑Scratch LoRA Fine‑Tuning Engine for a Nano Transformer in Pure NumPy

This post walks through building a minimal LoRA fine‑tuning engine for a nano transformer using pure NumPy, including architecture, code, tests, and scaling ideas.

November 1, 2026 · 8 min · 1702 words · martinuke0
Illustration of code counting words in a text stream

Implementing Word Count in Production Systems

Word count seems simple, but production implementations reveal subtle complexities around encoding, locale, performance at scale, and integration with data pipelines.

November 1, 2026 · 7 min · 1324 words · martinuke0
A stylized network graph with nodes and edges, representing an HNSW index.

Building an HNSW Vector Index from Scratch in Python

Learn to build an HNSW index from scratch, demonstrating systems skills that hiring managers value for vector search roles.

October 31, 2026 · 9 min · 1748 words · martinuke0
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