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

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