AI-Driven Virtual Interviewer App

AI-Powered Interview Platform (Web & Mobile)

I want to build an AI-powered interview platform where users can participate in real-time video interviews with an AI virtual interviewer (avatar), similar to a Google Meet–style experience.

The system will analyze a job description and the user’s resume, conduct a role-specific interview, and generate a detailed score and feedback report.

Project Scope
Web Application

React.js

Mobile Application

React Native (Android & iOS)

Core Features
AI Video Interview

Real-time video call interview

AI avatar interviewer joins the call

Clean, professional UI similar to Google Meet

Camera, microphone, join/leave controls

Stable low-latency video and audio

Resume & Job Description–Based Interview

Resume upload (PDF/DOC)

User enters or selects a job description

AI dynamically generates role-specific interview questions

Adaptive question difficulty based on user responses

AI Interview Logic

Real-time question generation

Voice and text understanding

Automatic follow-up questions

Time-based interview flow and structure

Interview Results & Scoring

Overall interview score

Skill-wise evaluation

Communication and confidence scoring

Strengths and areas for improvement

Downloadable or viewable interview report

Platforms

Web (React.js)

Mobile (React Native)

Feature parity across web and mobile

Preferred Tech Stack (Open to Suggestions)
Frontend

React.js

React Native

Video Calling

WebRTC / Agora / Twilio / LiveKit

AI & NLP

OpenAI or custom LLM

Speech-to-text and text-to-speech

Resume parsing and job description analysis

Backend

Node.js or any scalable backend architecture

Real-time APIs and services

Freelancer Requirements

Strong experience with React.js and React Native

Hands-on experience with video calling solutions (WebRTC, Agora, Twilio, etc.)

Experience integrating AI / LLMs

Knowledge of resume parsing and NLP

Ability to design clean, scalable architecture

Experience building real-time systems

Nice to Have (Bonus)

Prior experience with AI interview or HR tech platforms

Experience with AI avatars or real-time AI agents

Strong UI/UX sense for interview platforms

Budget

Flexible (hourly or fixed; open for discussion)

Long-term collaboration possible based on work quality