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Use Microsoft Flow to Scrub Resumes or CVs to get Years of Experience

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Posted on by wherdzik

Hello Community,

I don't have a premium license yet but just wondering if there is a way to use Microsofts AI builder to scrub all of the years of experience from a resume and then add it all together. It would have to be smart enough to know what is considered years of experience as some of resumes in the medical field have all kinds of stuff in there like research time. We would be only interested in clinical type experience. Do you think this is possible to do it? Anyone with experience or can point me somewhere?

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Antoine2F on at

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Hello

I would recommend using AI Builder Text recognition to extract all text of the resume, then using 'Create text with GPT' (currently in preview) to extract each line of experience, compute the length, classify it in clinical vs non clinical, and summarize the total length of clinical.

I've tried with a sample resume.

Here is the answer I got from 'Create text with GPT' :

Experience 1:

Title: Physician, Internal Medicine

Start Date: November 2007

End Date: Current (November 2023)

Classification: Medical

Months of Experience: 192 months (16 years)

Experience 2:

Title: Physician, Internal Medicine

Start Date: July 2003

End Date: October 2007

Classification: Medical

Months of Experience: 52 months (4 years, 3 months)

Total Months of Medical Experience: 244 months (20 years, 4 months)

Antoine2F

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wherdzik on at

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Do you have a sample of your flow or a blog you can point me to by any chance? so ideally it would be a PowerAPp of some sort where I could put in the PDF of the resume or Word Document. Have it visible on one side of the screen and on the other screen the line level scrub?

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takolota1 4,974 Moderator on at

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This template used that exact scenario as an example: https://powerusers.microsoft.com/t5/Power-Automate-Cookbook/Extract-Data-From-PDFs-and-Images-With-GPT/td-p/2201345

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