Katkat
Onsite

AI-Assisted Coding

FireworksMachine Learning Engineer · Onsite · Sep 2026

They asked me to create a referral system that recommends a list of other users for any given user, using the network of all users. The network consists of nodes, and two users are friends if their nodes are connected by an edge. Don't recommend current friends. Base recommendations on mutual friends: A and B are both connected to the same node, but A and B are not directly connected. Second, giv…

Shared by a candidate · reported Sep 2026. Interview formats change; use it as a guide, not a script.