// 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 conceptual diagram of the eBPF verifier pipeline inside the Linux kernel

Deep Dive into eBPF Program Verification in the Linux Kernel

An in-depth look at the eBPF program verifier — the component that makes it safe to run untrusted bytecode inside the Linux kernel, covering its architecture, type system, and real-world implications.

September 27, 2026 · 9 min · 1835 words · martinuke0
Sliding window attention diagram

Building a Sliding Window Attention Block from Scratch: A Portfolio Project for Systems Engineers

Implement a sliding‑window attention block in PyTorch, test it, and extend it with distributed training, mixed precision, and monitoring to showcase systems expertise.

September 27, 2026 · 7 min · 1339 words · martinuke0
Abstract illustration of an event loop with arrows and nodes

Node.js Event Loop: Architecture, Patterns, and Performance

A deep dive into the Node.js event loop, covering phases, microtasks, and practical patterns for scalable servers.

September 27, 2026 · 5 min · 981 words · martinuke0
A writer avoiding exact phrases

Why I Need to Avoid Any of These Exact Phrases in My Writing

Avoiding exact phrases and buzzwords is essential for authentic, engaging technical writing. This post explores why, with practical examples and a framework for replacement.

September 27, 2026 · 4 min · 836 words · martinuke0
Screenshot of the live merge‑tree visualizer

Hands‑on build of a pure‑Python BPE tokenizer with Huffman merge tree, live visualizer, and tiny LM demo—great for showcasing systems skills

A practical, pure‑Python BPE tokenizer with a Huffman‑coded merge tree, live visualizer, and character‑level LM demo that highlights systems engineering skills.

September 27, 2026 · 7 min · 1475 words · martinuke0
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