Back to Work
Jishu Labs

Jumbi

AI readiness assessment tool

Full-Stack Developer2024Solo project

Live Demo

Overview

Jumbi (Prepare) is an AI readiness assessment tool that helps you prepare for important events. Practice technical interviews, presentation delivery, and discussions with AI-powered feedback and scoring.

The Challenge

Preparing for interviews and presentations is stressful. Without feedback, it's hard to know if you're ready. Traditional mock interviews are expensive and hard to schedule.

The Solution

Built an AI preparation coach that conducts practice sessions, provides real-time feedback, and assesses readiness across multiple dimensions. Covers technical interviews, behavioral questions, and presentation skills.

Impact

800+
Sessions
Practice sessions completed
85%
Success
User success rate
10+
Areas
Assessment categories
40%
Improvement
Average score improvement

Technology Stack

Frontend

Next.js 14ReactTypeScriptTailwind CSS

AI/ML

OpenAI GPT-4Speech AnalysisScoring Algorithms

Backend

SupabasePostgreSQLEdge Functions

Features

Progress ReportsWeak Area AnalysisTips

Key Features

AI-powered mock interviews
Multi-dimensional scoring
Personalized improvement tips
Progress tracking over time