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Successful interview
Job description analysis
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Interview preparation

Hiring Coach - Project Story

Inspiration

As a lead data scientist, I watched countless talented juniors struggle with interviews despite having strong technical skills. They'd read every interview guide online but still freeze when facing real questions. GenZ wants instant, actionable feedback—not another 50-page PDF to study.

What it does

Hiring Coach delivers instant phone mock interviews tailored to your CV and target job. Upload both documents, get immediate practice sessions with real-time feedback on your answers and alignment with job requirements. No scheduling, no waiting—just practice when you need it.

How we built it

Built with modern web stack prioritizing speed and functionality. The game-changer was ElevenLabs' Conversational AI API—its RAG support and seamless integration made building a fully functional interview service possible in just one day. Combined with rapid development tools like Bolt, we delivered real value to users without months of development.

Challenges we ran into

Building a fully functional service in just one day while maintaining quality
Making AI feedback feel natural and conversational
ElevenLabs' Conversational AI API was crucial—its RAG support and easy integration made rapid development possible
Creating realistic phone interview scenarios that provide genuine value

Accomplishments that we're proud of

Zero learning curve—users start practicing within 30 seconds
Natural conversation flow thanks to ElevenLabs' advanced API
Access to specially crafted interview materials from industry leaders like EY
Delivering real value through instant, personalized feedback

What we learned

Generic interview advice fails because it's not personalized. The magic happens when feedback connects your specific experience to what employers actually want. Instant gratification beats comprehensive resources every time.