kapynBig Tech

Determining playoff clinching scenarios in the NHL using constraint programming

AWS built an automated system using constraint programming to determine NHL playoff clinching scenarios. The model uses custom tree search and mathematical certainty, validated against four full seasons of official data. This showcases how advanced algorithmic search techniques can solve complex combinatorial problems beyond traditional LLM workloads.

AWS ML Blog·Aug 7, 2026

Opening Kapyn…