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AI Mock Interview Coach

Simulates technical and behavioural interviews for software engineering roles. Adapts question difficulty to your responses, provides real-time feedback on clarity and depth, and generates a performance report with actionable improvement areas.

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How the Coach Works

The AI Mock Interview Coach simulates a full 45-minute technical interview loop. It adapts question difficulty in real time based on your previous answers — if you nail a question, the next one is harder; if you struggle, it offers a hint before escalating.

Interview Modes

ModeDurationFocus
Warm-up10 minEasy LC-style problems
Standard30 minMedium algorithms + system design
FAANG Prep60 minHard problems + behavioural
Behavioural only20 minSTAR-format soft-skill questions
Demo: 2-minute walkthrough of a Standard mode session

Example Session Transcript

Coach: Let's start with a warm-up. Given an array of integers, return
       the indices of the two numbers that add up to a target.

You:   I'll use a hash map. For each element I store its complement...

Coach: Good — O(n) time. Now handle duplicates in the input array.

You:   If the same value appears twice, I need to check the index isn't
       the same as the stored one...

Coach: Exactly right. Here's a follow-up: what if the array is sorted?
       Can you do better than O(n) space?

Performance Report (sample)

After each session you receive:

  • Score per question (correctness, time, communication)
  • Identified gaps (e.g. "Struggles with graph traversal")
  • Recommended study topics with links
  • Transcript for self-review

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