// 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.
User Safety: safe
A hands‑on guide to building a real‑time user safety microservice in Go, complete with Docker, tests, and production‑grade extensions.
Building a Pure‑Python HNSW Index from Scratch
This post walks through building a pure‑Python HNSW index, from data structures to query performance, with runnable code.
Auditing Technical Prose: Beyond the Why/How Cadence
A practical check for technical writers and engineering leads to audit question cadences, shift framing toward architectural context, and improve reader engagement on LinkedIn and beyond.
Hands-on Build Guide: Tiled Self-Attention Kernel with Online Softmax in Pure NumPy
A step‑by‑step NumPy implementation of tiled soft‑max attention, mirroring FlashAttention’s efficiency, perfect for a CV‑boosting side project.
Hands‑On Build Guide: LoRA‑Augmented Transformer Attention Block in Pure Python
A step‑by‑step guide to implementing a LoRA‑modulated attention block in pure Python, complete with runnable code, testing, and a roadmap to production‑grade extensions.