Memory cache for hot config; Redis for shared cart/session; cache-aside with TTL. ShopNest caches product price for 60s, invalidates on admin price update.
Persistent Systems rounds often probe: Product engineering.
Themes commonly reported in public MNC interview experiences (AmbitionBox / LinkedIn / Glassdoor-style). Practice aloud; keep answers this short in the real round.