Hub Map GH
Ghana Tech Ecosystem Directory — The definitive community-maintained directory of co-working spaces, incubators, accelerators, and makerspaces.
The Challenge
Project Overview
Hub Map GH is a community-driven platform that maps out the Ghanaian tech ecosystem. It features an AI-powered recommender that helps entrepreneurs find the perfect space using natural language, and an admin console for verifying crowd-sourced data.
Key Features
AI Hub Matching
Natural language search for hubs using Google Gemini Pro for intelligent recommendations.
Interactive Ecosystem Map
Live mapping of hubs with Leaflet, providing a visual directory of tech spaces.
Admin Moderation
Secure dashboard to approve community submissions and manage ecosystem metadata.
Performance Optimization
Multi-layer caching achieving sub-50ms map loads for a seamless user experience.
The Workflow
Technical Stack
| Category | Technologies |
|---|---|
| Core Framework | Next.js 14 (App Router) |
| Backend & Auth | Firebase (Firestore, Auth) |
| AI Engine | Google Gemini Pro |
System Architecture
A modern serverless architecture utilizing Next.js App Router, with Firebase for real-time data and Gemini for AI intelligence.
Project Structure
src/ ├── app/ (Routes & Admin) ├── components/ (AI Recommender, Map) ├── context/ (Auth State) └── lib/ (Firebase & Caching Logic)
Development Roadmap
Security & Privacy
Admin console is protected by Firebase Auth with IP-based AI usage limiting to prevent abuse.
Disclaimer
This is a community-maintained project. Information is verified by the Hub Map GH team but subject to change.