ReviewGPT

Are you scared of interviews or thinking that your resume doesn't stand out? With ReviewGPT you can forget all your worries! ReviewGPT offers mock interviews + resume reviews!

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Inspiration

In today's competitive job market, a well-crafted resume can make all the difference. However, getting expert feedback on a resume is often expensive or time-consuming. We wanted to create a tool that provides instant, AI-powered resume reviews and mock interviews to help job seekers refine their applications and interview skills effortlessly.

What it does

ReviewGPT is an AI-powered resume analyzer and mock interview assistant. Users can:

  • Upload their resume (PDF), which is analyzed for strengths and weaknesses.
  • Receive a detailed AI-generated review with constructive feedback and suggestions for improvement.
  • Choose a tone for their review, whether they want friendly advice, professional critique, or even a humorous roast.
  • Engage in a real-time AI-driven mock interview, where the AI interviewer asks relevant questions based on the resume and evaluates user responses.
  • Interact via text and voice, using text-to-speech (TTS) and speech recognition for a seamless experience.

How we built it

We developed ReviewGPT using:

  • HelpingAI the brain behind the app
  • Flask (Python) for the backend API, handling resume text extraction and AI interactions.
  • PyMuPDF for accurate PDF text extraction.
  • HelpingAI API to generate AI-driven resume feedback and interview questions.
  • JavaScript (Frontend) to provide an intuitive UI with file uploads, text display, and speech functionality.
  • SpeechRecognition & Web Speech API to enable voice-based interviews.
  • Vercel for quick deployment and API hosting.

Challenges we ran into

  • Ensuring accurate resume text extraction: Some PDFs had formatting issues, making text extraction tricky.
  • Making the AI-generated reviews insightful and structured: Tuning the prompts for different tones and making sure the responses were coherent took several iterations.
  • Building a natural AI interview flow: Handling user responses dynamically while ensuring the AI provides relevant follow-up questions was complex.
  • Integrating Speech Recognition: Ensuring smooth real-time voice interaction was a technical hurdle.

Accomplishments that we're proud of

  • A functional AI-driven resume review system that adapts to user preferences.
  • A fully interactive AI mock interview that allows users to practice with real-time speech input.
  • Speech recognition integration, making the interview feel more natural.
  • A Web app that works smoothly across different devices.

What we learned

  • How to extract clean and structured text from PDFs with various formats.
  • Web Speech API's limitations and workarounds for smoother voice interactions.
  • How to optimize Flask APIs for quick responses when handling AI requests.

What's next for ReviewGPT

  • Enhancing AI adaptability: Customizing interview questions based on job roles.
  • Scoring system: Providing quantitative feedback on resume quality and interview performance.
  • Multi-language support for non-English users.
  • Integration with LinkedIn & job platforms for one-click resume evaluation.
  • AI-generated resume templates to help users create job-winning resumes instantly.
  • Real-time AI coaching to provide suggestions while users answer interview questions.

ReviewGPT is just the beginning of making AI-powered career guidance accessible to everyone!

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