/explorecareers

Explore careers based on your interests and skills with AI

Primary LanguageTypeScriptMIT LicenseMIT

Explore Careers.

Explore careers relevant for you in seconds. Powered by Together.ai.

Tech Stack · Future Tasks · Inspiration


Tech Stack

This app lets people upload their resumes, fill in some of their interests, and get a list of possible careers they could do.

Future tasks

  • Build in a PII remover so that we can remove people's personal info from their resume
  • Add loading state to inform people that it may take up to 15-20 seconds to generate
  • Clean up the code to not have default react node data that I have right now
  • Add authentication with Clerk to make people create accounts and remember their resumes
  • Improve the prompts using synthetic data from GPT-4o for the examples that I specify
  • Add sharability to the URLs with nanoid
  • Add rate limiting with Redis Upstash
  • Add multi-step form where people can add their interests and add this to the prompt of the first endpoint to use someone's interests in there
  • Add a settings screen where users can go update their resume and interests overall
  • Add functionality to let users suggest new careers themselves and get a developed plan for it
  • Use Crew AI agents to make this workflow more robust overall: An agent that takes resume & extra info then outputs a very nice summary with keywords. An agent that comes up with multiple possible career paths from that summary. An agent that then constructs a plan for each career.
  • Add functionality for people to alternatively paste in their LinkedIn URL instead of resume with scrapedin
  • Who do I want to be more like functionality where users can add a famous person & get suggestions for how to be more like them. This might be good as a separate app
  • Fine-tune Llama-3-8B on making the job plan. Maybe fine-tune Llama-3-8B on GPT-4 outputs
  • Improve PDF parsing functionality to include image detection and OCR to be able to read resumes even better

Inspiration

I took inspiration from wanderer.space for this app. Check it out for a production version of what I built with even more features!