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
User interface showing data sanitisation and audit logs

Hands‑On User Safety: Build a Portfolio‑Ready Security Tool

A practical guide to building a User Safety side project that demonstrates data sanitisation, validation, and audit logging, perfect for CVs.

October 24, 2026 · 7 min · 1406 words · martinuke0
Python code terminal representing a paged attention engine

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.

October 22, 2026 · 10 min · 2109 words · martinuke0
User safety service interface with policy icons

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.

October 22, 2026 · 6 min · 1077 words · martinuke0
NumPy token sampler project cover

Hands-On Build Guide: Batched LLM Token Sampler in Pure NumPy

Build a pure‑NumPy batched token sampler with temperature, top‑k, nucleus, and repetition penalty; ready to run and extend for CV demonstrations.

October 22, 2026 · 10 min · 1969 words · martinuke0
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