AI Mock Interview App

An AI-powered mock interview web application that generates personalized interview questions based on job title, description, and experience. It uses DeepSeek (via Ollama) to generate questions and feedback, offering a full end-to-end mock interview experience.

Tech Stack

• Frontend: Angular
• Backend: Node.js + Express
• Database: MongoDB
• AI Integration: DeepSeek via Ollama
• Speech-to-Text: Annyang.js

Features

• User authentication (JWT-based)
• Dashboard to manage interviews
• Create mock interviews based on job details
• Real-time audio recording and speech-to-text
• AI-generated questions and personalized feedback using DeepSeek
• Interview history and performance tracking

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Powered by DeepSeek (via Ollama)

We've used DeepSeek, a powerful open-source large language model. Integration is done locally using Ollama, ensuring full control and data privacy.

How to Integrate DeepSeek Locally

1. Install Ollama
   Follow the official Ollama installation guide for your OS.

2. Pull the DeepSeek model

   ollama pull deepseek-r1:1.5b

3. Run the model locally using command prompt

   ollama run deepseek-r1:1.5b

4. Set up your backend Your API should interact with Ollama at:

   http://127.0.0.1:11434
   

Demo

Contributors

• @yasir4560
• @MehekFatima