Enhance cluster naming and K-Means functionality; implement random selection for cluster names, improve centroid initialization, and adjust UMAP parameters for better projection accuracy.

Refactor K-Means clustering implementation; modularize embedding and clustering logic, enhance heatmap and scatter plot functions, and improve cluster naming process.