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LudoExplorer

Machine learning powered board game exploration

🚀 Beta testing in progress
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The challenge

Finding the perfect board game among 50,000+ options is overwhelming. Traditional searches fail to capture the nuances of mechanics, complexity, and player dynamics that make a game truly match your preferences.

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The solution

A hybrid ML recommendation engine combining content-based filtering, collaborative filtering, and deep semantic embeddings to understand your gaming taste and surface hidden gems you'll love.

Key Features

Niche preference alignment for mechanics like semi-cooperative strategy, multilingual support (EN/FR/NL), and a hidden-gems algorithm that goes beyond top-rated charts to find your perfect match.

Built with modern ML & software engineering

🐍 Python ⚡ FastAPI 🎨 NiceGUI 🗄️ PostgreSQL 🤖 Transformers 📊 Scikit-learn ☁️ Cloudflare R2 🏗️ Clean Architecture

Want early access?

LudoExplorer is currently being tested by passionate board gamers. Interested in trying it out and providing feedback?

💼 Connect on LinkedIn