Whisper Resume

A voice-driven AI tool that turns conversations into professional resumes—fast, simple, and human.

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🧠 Inspiration

Building a resume can be daunting—especially when starting from scratch. We asked: What if creating a professional resume was as easy as having a conversation?

Whisper Resume was born from the idea of democratizing resume creation through natural dialogue, making the process more human, intuitive, and accessible—powered by voice and AI.

💡 What it does

Whisper Resume is a voice-powered web app that allows users to speak their career story.

Core Features:

  • 🎙️ Have a natural voice conversation with an AI assistant (powered by ElevenLabs)
  • ✍️ Automatically transcribe the conversation into structured content
  • 🤖 Generate a professional one-page resume using Google Gemini API
  • 📝 Live-edit the Markdown resume and preview changes in real-time
  • 📄 Download the resume as a polished A4-size PDF

🛠️ How we built it

  • React — Modern frontend
  • @elevenlabs/react — Voice-based conversational AI
  • Google Gemini API — LLM-based transformation of transcripts into structured resume
  • react-markdown — Live rendering of resume Markdown
  • Prompt Engineering — To guide Gemini for parsing conversation data into Markdown

🚧 Challenges we ran into

  • 🧠 Prompt tuning to convert conversational data into a clean, one-page Markdown resume
  • 🎤 Real-time voice handling, managing turn-taking and interruptions
  • 📐 Generating an accurate A4-proportional PDF from HTML content

- To be honest , nothing was challenging with bolt.new on our side

🏆 Accomplishments that we're proud of

  • 🔗 Seamless integration of voice AI + generative AI into a single-page app
  • 📝 End-to-end resume generation from natural human conversation
  • 📄 Real-time Markdown editing with live preview and export
  • 👥 A more inclusive and user-friendly way to build resumes

📚 What we learned

  • The art of writing prompts that convert unstructured voice data into structured resume Markdown
  • Leveraging Gemini for real-world document generation tasks
  • Challenges in voice UX and non-linear form capture
  • Efficient PDF rendering in browser-based apps

🚀 What's next for Whisper Resume

  • 🎨 Theming support for downloadable resumes
  • 🔗 LinkedIn or Notion integration
  • 📬 Voice-powered cover letter generation
  • 💬 AI-enhanced resume feedback and improvement suggestions
  • Mutiple document creation like Cover Letters , Applications not keeping it limited to just Resume

👨‍💻 Team

  • Mohammad Gous Alam
  • Mohammad Adeeb Khan

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