// 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.
Pure Python Paged Attention Engine with LRU KV‑Cache Eviction
A step‑by‑step guide to building a pure Python paged attention engine with LRU cache eviction, perfect for demonstrating systems‑level skills to ML recruiters.
Mastering Bazel: Scalable Reproducible Build Systems for Modern Development
Bazel transforms build pipelines into deterministic, cache‑able assets, accelerating development across polyglot codebases.
Build a Paged Attention KV Cache with H2O Eviction in Pure Python
Learn how to implement a paged attention KV cache with H2O eviction in pure Python, a concrete project that demonstrates low‑latency data structures, eviction policies, and production‑ready patterns for AI/ML infrastructure.
Build Your Own Mixture-of-Experts Router with Top‑k Gating
This tutorial walks you through building a top‑k gated mixture-of-experts router in PyTorch, giving you a concrete portfolio piece that demonstrates model architecture, sparse routing, and system‑level scaling.
Designing Deterministic Test Environments Using Docker-in-Docker for CI Pipelines
A practical guide to configuring Docker-in-Docker for reliable, repeatable CI pipelines, with patterns, security tips, and real-world examples.