This post walks through building a lightweight post-training quantizer that maps FP32 LLM weights to INT4 using calibration and dithering, with full Python code and testing steps.
A step-by-step guide to implementing a pure-Python HNSW graph, with runnable code, testing, and extension paths that demonstrate real systems engineering depth for your CV.
Learn how io_uring redefines asynchronous I/O by removing per-operation syscalls, boosting throughput and reducing latency in modern Linux applications.
A complete guide to building safe, a secure user management system that signals real backend and security engineering skills to hiring managers.
A step‑by‑step guide to building a user safety microservice that demonstrates rate limiting, content filtering, and audit logging for hiring managers.