Clelia Astra Bertelli's picture

Clelia Astra Bertelli

as-cle-bert

AI & ML interests

Biology + Artificial Intelligence = โค๏ธ | AI for sustainable development, sustainable development for AI | Researching on Machine Learning Enhancement | I love automation for everyday things | Blogger | Open Source

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Finding a job that matches with our resume shouldn't be difficult, especially now that we have AI... And still, we're drowning in unclear announcements, jobs whose skill requirements might not really fit us, and tons of material๐Ÿ˜ตโ€๐Ÿ’ซ
That's why I decided to build ๐‘๐ž๐ฌ๐ฎ๐ฆ๐ž ๐Œ๐š๐ญ๐œ๐ก๐ž๐ซ (https://github.com/AstraBert/resume-matcher), a fully open-source application that scans your resume and searches the web for jobs that match with it!๐ŸŽ‰
The workflow is very simple:
๐Ÿฆ™ A LlamaExtract agent parses the resume and extracts valuable data that represent your profile
๐Ÿ—„๏ธThe structured data are passed on to a Job Matching Agent (built with LlamaIndex๐Ÿ˜‰) that uses them to build a web search query based on your resume
๐ŸŒ The web search is handled by Linkup, which finds the top matches and returns them to the Agent
๐Ÿ”Ž The agent evaluates the match between your profile and the jobs, and then returns a final answer to you

So, are you ready to find a job suitable for you?๐Ÿ’ผ You can spin up the application completely locally and with Docker, starting from the GitHub repo โžก๏ธ https://github.com/AstraBert/resume-matcher
Feel free to leave your feedback and let me know in the comments if you want an online version of Resume Matcher as well!โœจ

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Why we (don't) need export control