---
title: "#deterministicscoring articles | Hashnode"
description: "Explore the latest #deterministicscoring articles, tutorials, and guides on Hashnode."
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# #deterministicscoring

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[Daniel Anthony Romitelli Jr](https://hashnode.com/@romiteld) · [Aug 12](https://hashnode.com/posts/algorithmic-matching-without-an-llm/6a7cece4e1ccd0e645a369e9)

### [Algorithmic Matching Without an LLM](https://craftedbydaniel.hashnode.dev/algorithmic-matching-without-an-llm?utm_source=hashnode&utm_medium=feed)

A recruiter opens a search result and sees a candidate at the top. The score says the match is strong. The card has to say why: the credential matched, the location fit, a production figure landed in

13 min read · [craftedbydaniel.hashnode.dev](https://craftedbydaniel.hashnode.dev/algorithmic-matching-without-an-llm?utm_source=hashnode&utm_medium=feed)