---
title: "Discussion on \"Building a Resume Screener: What Actually Worked (and What Completely Broke)\" | Hashnode"
description: "Discussion on \"Building a Resume Screener: What Actually Worked (and What Completely Broke)\". Learn how to build a functional resume screener from scratch, exploring successes, failures, and key insights along the way"
url: "https://hashnode.com/posts/building-a-resume-screener-what-actually-worked-and-what-completely-broke/697b33656ea7014b39d2c358"
---

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# [Building a Resume Screener: What Actually Worked (and What Completely Broke)](https://from-idea-to-code.hashnode.dev/building-a-resume-screener-what-actually-worked-and-what-completely-broke?utm_source=hashnode&utm_medium=feed)

Learn how to build a functional resume screener from scratch, exploring successes, failures, and key insights along the way

Jan 29 · 4 min read · from-idea-to-code.hashnode.dev  
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-   [#nlp](https://hashnode.com/tag/nlp)
-   [#portfolio-project](https://hashnode.com/tag/portfolio-project)
-   [#learning-journey](https://hashnode.com/tag/learning-journey)

## Written by

[Deepika](https://hashnode.com/@deepikadiviti)

@deepikadiviti · India

  
[View profile](https://hashnode.com/@deepikadiviti)

From Python rookie to AI enthusiast | Documenting the journey

Hey, I’m Deepika, an AI and ML engineer focused on building practical, end-to-end intelligent systems. I work primarily with Python, scikit-learn, FastAPI, and LangChain to develop machine learning and NLP applications that move beyond notebooks into usable products. I care about model reliability, interpretability, and building AI systems that are production-ready. On this blog, I document real builds, debugging lessons, architecture decisions, and applied ML concepts. I write to sharpen my thinking and help others build stronger AI systems. Open to remote roles, freelancing, and serious AI collaborations.

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