Interview Preparation
Knowing the material is necessary but not sufficient. This module decodes the FAANG-level AI SWE loop — coding, system design, ML design, and behavioral — and gives you a repeatable way to perform under pressure.
Start the first lesson →The AI SWE Interview Loop
What a senior loop actually contains, how each round is scored, and what 'signal' interviewers are trained to look for.
Not started2Cracking the Coding Round
A repeatable framework — clarify, plan, code, test — plus how to think out loud without derailing.
Not started3The Pattern-Recognition Playbook
A cheat sheet from problem cues to the right technique, so you spend your minutes solving instead of flailing.
Not started4The System Design Interview
A time-boxed structure for a 45-minute design round, with an AI-flavored worked example.
Not started5The ML / AI Design Interview
The round unique to AI roles: frame the problem, pick data and metrics, and design the system around the model.
Not started6Behavioral & Leadership Signal
STAR stories, scope and impact, and demonstrating the seniority the title implies.
Not started7Leveling, Offers & Negotiation
How leveling works, what compensation is made of, and how to negotiate an offer without adversarial games.
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