Tuesday, March 19, 2019

Machine Learning Resume Generator With Python, TextGenRnn and AWS

I was like one of you folks once, trying to think how to write a resume before I started working as a full-stack dev at a place I love. Over the years I have obsessed about how to make it easy for every one to build their resume. Using some AI magic, I ended up creating a site (a side project) that allows you to create a resume for free. Here’s the link: https://thisresumedoesnotexist.com/

I've used https://github.com/minimaxir/textgenrnn/tree/master/textgenrnn to generate the text by feeding it data scraped from various resources. My script runs in a "while true" loop and generates a new resume every 3-4 seconds. Resume is then saved to S3 and the same resume is loaded via CloudFront for all users.

I plan to make it more and more awesome, like you add your name and designation and it fills up your resume. But, I thought it would be nice to get a feedback from you folks and see if I can add the to my to-do for the side project.

I’d the following thoughts on why I started working on it:

- I knew a guy who got a job at Google, who previously couldn’t get a job at an IT agency just cause his resume wasn’t good enough

- Not all of us have the skills required to write creatively and organize it. That doesn’t mean you don’t qualify for a job

Things like these are weirdly still a hurdle for many (it is going to be 2020 next year!). I want them not to be a hurdle anymore :slightly_smiling_face:

So, pitchfork me if you hate what I built, but if you loved it or have any suggestions do share your thoughts with me. Appreciation will make my day, critique will help me shape it.

Thanks,

Alex



Submitted March 19, 2019 at 07:17PM by aginovski https://ift.tt/2JohbLx via TikTokTikk

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