// 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.
Hierarchical Navigable Small World Vector Index: A Hands‑On Portfolio Project
A step‑by‑step guide to building a hierarchical navigable small‑world vector index from scratch, with runnable code, benchmarking, and production‑ready extensions.
User Safety: safe – A Hands-On Build Guide for a Portfolio CV Project
A practical, end-to-end guide to building a user safety tracking system that signals real backend and systems engineering skills to hiring managers.
Pure-Python Top-P Nucleus Sampler with Adaptive Temperature Scheduling
A complete build guide for a pure-Python top-p nucleus sampler with adaptive temperature scheduling and token probability tools, ready to run and extend.
Build a Distributed Rate Limiter: A CV-Worthy Side Project
Learn to build a distributed rate limiter using Go and Redis, with gRPC, observability, and fault tolerance — a portfolio project that stands out.
Implementing LSM-Trie Caching in RocksDB: A Deep Dive into Write-Optimized Key-Value Performance
An in-depth look at implementing LSM-Trie caching in RocksDB, covering memtable hierarchies, tiered compaction strategies, and production-proven techniques for maximizing write throughput.