AI Product

AI Mock Interview

AI-powered platform simulating real technical and HR interviews with intelligent feedback.

Tech Stack

React.jsFastAPIPythonHuggingFacePyTorchMongoDBDocker

Outcome

Enabled candidates to practice with realistic, AI-evaluated interviews anytime, anywhere.

The Challenge

Job seekers lacked access to realistic, on-demand interview practice with meaningful feedback beyond generic question banks.

The Solution

Built an AI-powered platform that generates role-specific questions using LLMs, evaluates candidate responses with semantic similarity analysis, and provides detailed scoring, confidence analysis, and improvement suggestions.

Key features

Role-specific question generation

AI-based answer scoring & evaluation

Confidence analysis & feedback

Semantic similarity matching

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