Build a Pure-Python HNSW Graph: A Hands-On Portfolio CV Project
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.
HNSW
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.
Building a Hierarchical Navigable Small World (HNSW) Vector Index in Pure Python
Learn to build a from‑scratch HNSW index for semantic similarity search, showcasing systems skills for hiring managers.
Build an HNSW Vector Index from Scratch in Pure Python
A hands-on build guide for a pure Python HNSW vector index — the data structure powering billion-scale vector search at Meta, Spotify, and Qdrant. Includes runnable code, architecture diagrams, and a senior-level extension roadmap.
Building a HNSW Vector Index from Scratch in Python
Learn to build a HNSW‑based vector index from scratch, demonstrating systems skills that catch hiring managers’ eyes.