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UI portrait
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UI landscape
Inspiration
- Job searching is hard and takes a long time
- What job descriptions say, are not always the whole story of what HR managers look for
- It's hard to tell how good a fit I am for jobs sometimes
What it does
- Takes in your resume (pdf), description of the job you are applying for and the company name
- Runs an Agentic pipeline to extract, analyze and give feedback on your resume
- Returns that feedback and a score on a nice web app
How we built it
- Used Solace's SAM framework and their documentation to link AI agents
- Designed 4 custom agents
- Made a light-weight backend with FastAPI
- Made frontend using JS, HTML and CSS
Challenges we ran into
- The SAM framework was pretty complex and did not have a ton of documentation but it had a lot of logs when running, so it was hard to find the root of bugs
- We had a lot of technologies in our stack, and sometimes it was hard to get them to properly communicate
Accomplishments that we're proud of
- We finished everything we wanted to achieve with our project
- The outputs work well
- It's a product that we actually see ourselves all using
What we learned
- Lots about Agentic AI (specifically SAM)
- Got lots of experience developing in full-stack environments
- Learned how to time manage big projects and compromise when blockers occurred
What's next for uGottaJob
- A web scrapping functionality could be really cool. Not only would we rank jobs, but we could also find jobs for you that we think would be a strong fit
- More agents, more refined prompts, to make feedback more specific and even more useful
Built With
- .yaml
- css
- dockerfiles
- fastapi
- html
- javascript
- python
- rest
- sam
- sql
- supabase
