AI · Case Study 02/09

AI Résumé Standardisation Engine

Turns messy résumés in PDF, DOCX or image form into clean, standardised profiles. An LLM pipeline extracts and restructures candidate data, recruiters edit live, then export in their house template, one at a time or in bulk.

My roleBuilt the AI pipeline, editor and export

ClientConfidential · walkthrough available on a call

ReactFastAPIPythonMongoDBLLMOpenAI

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UploadQueueTemplatesEditorExport

Bulk processing

In queue86

Parsed412

Exported398

Résumé preview

Illustrative interface with sample data; a project walkthrough is available on request.

What I Built

Multi-format parsing: PDF, DOCX and images
LLM extraction into structured candidate data
Template standardisation with live editing
Bulk processing queue
Document generation and export

Why It Matters

Recruiting teams stop reformatting résumés by hand and present every candidate the same way.

Tech Stack

ReactFastAPIPythonMongoDBLLMOpenAI