Tutorial: Build a Resume-Tailoring AI Agent Using CrewAI and AWS Bedrock

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Cloud architect Sarvar has published a hands-on tutorial showing developers how to build a functional AI agent in roughly 30 minutes using CrewAI and AWS Bedrock. The project centers on a resume-tailoring agent that accepts a job description and an optional resume, then extracts relevant keywords, identifies skill gaps, and rewrites bullet points to be ATS-friendly. The tutorial is motivated by a real-world problem: many qualified candidates are filtered out by Applicant Tracking Systems before a human recruiter ever reviews their application. When both a job description and resume are provided, the agent outputs a JD summary, matched skills, career guidance, and tailored resume bullet points ready to copy-paste. The guide is part of an ongoing article series aimed at developers of all experience levels looking to get started with agentic AI.

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