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Matchable
An AI-powered matching engine that connects people, opportunities or resources using reasoning over structured data.
Next.jsNode.jsPythonOpenAIPostgreSQLRedis
Overview
Matchable is an AI-driven matching engine that reasons over structured data to connect the right people, opportunities or resources together.
The Challenge
Effective matching requires more than keyword filters — it needs contextual reasoning over preferences, constraints and signals that change over time.
The Solution
Matchable combines a retrieval layer with AI reasoning to score and rank matches, with a feedback loop that improves relevance as more interactions are observed.
Key Features
- AI reasoning over matching criteria
- Retrieval-augmented candidate scoring
- Configurable matching domains
- Feedback-driven relevance improvement
- Explainable match results
Engineering Highlights
- Retrieval-augmented matching pipeline
- AI reasoning over structured constraints
- Feedback loop for relevance tuning
