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This is exactly what i have been working on for few weeks but not been able to get a good final results. I want to make sure that AI is not overselling my skill
by aman2k4 3y ago
This is exactly what i have been working on for few weeks but not been able to get a good final results. I want to make sure that AI is not overselling my skills or completely deviating from my current experiences/skill set when trying to tailor resume for a job post.
- selalipop 3y agoThis is an interesting problem, I might start by having ChatGPT try to infer a complete list of tools and skills each position involved along with a confidence score (even those you didn't originally tell it about) From there you could allow it to remix the skills while maintaining an average level of confidence greater than some number: so it'd be allowed to include things slightly out of your wheelhouse only if most of the job skills matched up perfectly. You wouldn't need the math to check out perfectly there, the score would just be a heuristic it could use internally
- aman2k4 3y agoCool, i should try it..so far i have been working with rephrasing the work experiences description to fit a job description using GPT3.5 api. Still have not engineered the prompt to get reasonable output.For tools and skills , i have a prefilled dictionary which more or less represent my expertises. task of GPT is select top n skills/tools and put them in final result.
- nextworddev 3y agoAnother challenge is to get the AI generated output to fit in a page and preserve original formatting
- aman2k4 3y agoyeah using chain of thoughts to tackle it. This is relatively simple
- deleted 3y ago[deleted]