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In ProgressReact + ViteTypeScriptAI / Voice

AI-PoweredInterviewAgentPlatform

Areal-timeinterviewsimulatorthatingestsaCV,buildsapersonalizedinterviewstrategywithgenerativeAI,andconductsadaptivevoiceconversationswithcontext-awarefollow-upquestions.

InterviewsThatAdaptinRealTime

TheplatformturnsstaticCVreviewintoadynamicconversationbyextractingcontext,generatingtailoredprompts,andrespondingtospokenanswerswithintelligentfollow-upquestions.

01Project Overview

The AI Interview Platform is designed to simulate a production-grade interview experience rather than a fixed question set. It securely processes a user CV, extracts the relevant experience and skills, and builds an interview flow that reflects the candidate’s actual background.

Instead of relying on scripted prompts, the system adapts in context. The agent can pivot based on the candidate’s answers, keep the conversation grounded in their CV, and maintain a realistic technical or behavioral interview cadence.

02Key Features

CV Upload Flow

A responsive drag-and-drop experience for PDF uploads, built to feel low-friction from the first interaction.

Context Extraction

Parses the document to identify career milestones, projects, skills, and other interview-relevant signals.

Live Voice Interview

Supports real-time conversational interaction so the AI can behave like a responsive human interviewer.

Adaptive Follow-Ups

Generates intelligent follow-up questions dynamically instead of falling back to generic interview scripts.

Technical Specifications

Frontend
React 18 + Vite

Strict TypeScript with Tailwind CSS for a responsive, modern interface.

Backend
Node.js + Express

Modular routing, AI orchestration, and file-processing logic separated into clear layers.

Data Layer
Firebase / Firestore

Stores interview sessions, parsed CV data, and user records for persistence and scale.

Core Modules
AI Parsing, Voice, Storage

The platform is structured around secure document handling, context-aware prompt generation, and low-latency interview state management.

Project Status
Active Development

Positioned as a production-focused showcase of real-time AI interaction and full-stack system design.