// 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: A Hands‑On Build Guide for a Portfolio CV Side Project
A practical, runnable Go + SQLite service that enforces content policies, containerized with Docker and ready to showcase on a CV.
User Safety: safe
A practical guide to building a user safety microservice that scores text for toxicity using a FastAPI endpoint, Redis caching, and a scikit-learn model, perfect for showcasing systems skills on a CV.
User Safety: Building Safe Systems in Production
Designing safe user systems requires a blend of architecture decisions, production patterns, and a safety-first mindset that protects users from harm.
Hands-on Guide: Building a vLLM‑style Paged Attention Engine in Pure Python
A hands‑on pure‑Python implementation of vLLM‑style paged attention with LRU block eviction, perfect for demonstrating systems engineering chops on a CV.
Hands‑On Guide: Building a User Safety Service for Your CV
A hands‑on guide to building a policy‑driven User Safety service with FastAPI and OPA, perfect for a portfolio that signals real‑world engineering skill.