// 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.
Abstract representation of encrypted data flow

Implementing Noise Protocol Framework: Designing Secure End-to-End Encrypted Communication Channels

Learn how to implement Noise Protocol Framework for robust end‑to‑end encryption, with real‑world patterns and performance considerations.

October 26, 2026 · 5 min · 909 words · martinuke0
Python code on a laptop screen with transformer diagrams

Pure‑Python Paged Attention with LRU KV‑Cache: A Hands‑On Portfolio Project

A hands‑on guide to implementing paged attention with LRU eviction in pure Python, turning a clever algorithmic trick into a runnable portfolio project that hiring managers notice.

October 25, 2026 · 9 min · 1751 words · martinuke0
Shield overlaying a data pipeline diagram, representing user safety in software systems

User Safety: Engineering Secure and Reliable Systems for People

A practical guide to embedding user safety into distributed systems with real-world patterns, anti-failure modes, and tooling recommendations for engineering leaders.

October 25, 2026 · 9 min · 1840 words · martinuke0
A sleek laptop screen showing a terminal with a secure login prompt

User Safety: safe – a Hands‑On Portfolio CV Project

A practical, runnable Flask‑based service that adds auth, rate‑limiting, and audit logging so you can showcase production‑grade security skills on your CV.

October 25, 2026 · 7 min · 1318 words · martinuke0
Diagram of secure user authentication and session flow between client and service

User Safety: Building Guardrails for Production Systems

A practical guide to embedding user safety into system architecture, with concrete patterns, real-world failure modes, and guardrails that scale.

October 25, 2026 · 6 min · 1169 words · martinuke0
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