--- title: Structured Resume Skill Extraction Using Mistral-7B... description: Step-by-step guide to building a resume skill extraction pipeline using Mistral-7B running on a DigitalOcean GPU Droplet. The tutorial covers setting up a GPU... canonical: https://daily.dev/posts/structured-resume-skill-extraction-using-mistral-7b-inference-4ayk2d3um twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Structured Resume Skill Extraction Using Mistral-7B Inference | daily.dev og:description: Step-by-step guide to building a resume skill extraction pipeline using Mistral-7B running on a DigitalOcean GPU Droplet. The tutorial covers setting up a GPU... og:url: https://daily.dev/posts/structured-resume-skill-extraction-using-mistral-7b-inference-4ayk2d3um og:image: https://api.daily.dev/og/posts/4ayk2d3Um.png og:image:alt: Structured Resume Skill Extraction Using Mistral-7B Inference og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Structured Resume Skill Extraction Using Mistral-7B Inference **[DigitalOcean Community](https://daily.dev/sources/do_community)** · 16 min read · 0 upvotes · 0 comments ## Summary Step-by-step guide to building a resume skill extraction pipeline using Mistral-7B running on a DigitalOcean GPU Droplet. The tutorial covers setting up a GPU Droplet, installing vLLM to serve Mistral-7B as an OpenAI-compatible API, configuring DigitalOcean Spaces for PDF storage, and writing a Python script that downloads resume PDFs, extracts text with PyMuPDF, sends it to the inference endpoint, and exports structured candidate data (skills, roles, companies, experience) to Excel and JSON files uploaded back to Spaces. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Building a Content Generation Pipeline with DigitalOcean Serverless Inference](https://daily.dev/posts/building-a-content-generation-pipeline-with-digitalocean-serverless-inference-xui9o3ycj) · DigitalOcean Community · 1 upvotes · 0 comments - [\[Hands-on\] Turn Scientific Figures Into Structured Data with Mistral OCR](https://daily.dev/posts/hands-on-turn-scientific-figures-into-structured-data-with-mistral-ocr-wrwpit8ip) · Daily Dose of Data Science \| Avi Chawla \| Substack · 0 upvotes · 0 comments - [Job Searcher](https://daily.dev/posts/job-searcher-jnnq5luqj) · Hugging Face · 19 upvotes · 1 comments - [Build AI Reading List with DigitalOcean Functions and Mistral](https://daily.dev/posts/build-ai-reading-list-with-digitalocean-functions-and-mistral-udqylotva) · DigitalOcean Community · 1 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python), [#vllm](https://daily.dev/tags/vllm) [View this post on daily.dev](https://daily.dev/posts/structured-resume-skill-extraction-using-mistral-7b-inference-4ayk2d3um) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Structured Resume Skill Extraction Using Mistral-7B Inference","url":"https://daily.dev/posts/structured-resume-skill-extraction-using-mistral-7b-inference-4ayk2d3um","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/structured-resume-skill-extraction-using-mistral-7b-inference-4ayk2d3um"},"datePublished":"2026-03-20T21:31:09.690Z","dateModified":"2026-03-20T21:31:48.976Z","description":"Step-by-step guide to building a resume skill extraction pipeline using Mistral-7B running on a DigitalOcean GPU Droplet. 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