// 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.
Mastering Cache Stampede Prevention with Probabilistic Early Expiration
Probabilistic early expiration reduces cache stampede risk by randomly refreshing entries before they expire, balancing load and freshness. This technique is essential for high‑throughput services that depend on low‑latency reads.
Deep Dive into Nx: Building High-Performance Monorepo Build Pipelines
A practical guide to leveraging Nx’s computation graph and distributed caching to build fast, scalable monorepo pipelines.
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.
Adaptive Temperature‑Scaled Top‑p/k Sampler with Dynamic Entropy Throttling
A hands‑on guide to implementing an adaptive temperature‑scaled top‑p/k sampler with dynamic entropy throttling in pure Python.
From Scratch: Building an HNSW Vector Index with Product Quantization in Pure Python
Build a pure‑Python HNSW index with PQ from the ground up, test it on real data, and extend it with persistence, benchmarking, and scaling — a standout project for engineering roles.