Interview with AI

Interview with AI is a smart recruitment platform that streamlines hiring through AI-powered resume screening, interview scheduling, and candidate evaluation. It supports live interview integrations and role-based access for recruiters, admins, and users, delivering a modern, automated hiring experience.

Technologies

Node.js
Express.js
MongoDB
Next.js
Gemini API

Platform

Web

Interview with AI
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Challenges

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Parsing diverse resume formats accurately (PDF, DOCX, images)

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Preventing AI bias during candidate shortlisting

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Integrating and maintaining third-party live interview APIs (Google Meet, Zoom)

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Handling high traffic loads during bulk recruitment drives

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Securing multi-role access (Admin, Recruiter, User) without privilege leaks

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Ensuring compliance with GDPR and other candidate data privacy regulations

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Solutions

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Integrated resilient document parsers (Textract, custom fallbacks) to handle varied resume formats.

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Implemented bias detection mechanisms and diversified training data for Gemini AI models.

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Developed abstraction layers over interview APIs to handle integration versioning gracefully.

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Enabled horizontal scaling with Node.js clustering and MongoDB sharding for traffic spikes.

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Built a strict RBAC middleware system at API layer and enforced granular access checks.

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Encrypted sensitive candidate data at rest and transit, and anonymized data post-recruitment.

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Outcome

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