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TechIdea

Ecosystem

javascriptintermediate2 hr est.

AI Resume Parser to JSON

Use Claude API to extract structured JSON data (skills, education, experience) from unstructured resume text.

Editorial note

Written by TechIdea Curriculum Team

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TechIdea Curriculum Team

Our engineers and educators design these projects to simulate real-world tasks and prepare you for technical interviews.

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Last updated: 2026-06-13

Before You Begin

  • 1
    Node.js
  • 2
    Anthropic API Key

Project Architecture

Folder Structure

parser/
├── parse.js

Data Flow

[Resume Text] -> [Claude with JSON Prompt] -> [Structured JSON]

Source Code Breakdown & Implementation

Install @anthropic-ai/sdk.
Define a strict JSON schema in the prompt instructions.
CLI outputs formatted JSON.
Wrap JSON.parse in try/catch in case the AI hallucinates conversational text.

Complete Solution Code

Compare your approach

Testing Checklist

  • Parse a software engineer resume
  • Parse a designer resume

Common Bugs

  • Bug: Invalid JSON

    Fix: Add 'Do not include any conversational filler' to the prompt.

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