Pyrometric

Introducting: Pyrometric!

Inspiration

As students who seem to never stop searching for jobs, we wanted to create a platform that would improve the landscape for employers when selecting candidates for an interview. It is often tough to determine how impressive a project is simply from its description. A good project could be held back by a bad description, and a poor project can be embellished with good writing. We wanted to create a platform that can score candidates' GitHub profiles. This allows employers to have a better sense of how qualified a candidate truly is, and can be used for feedback to take your GitHub profile to the next level.

Solution

We built a platform that allows employers and job seekers alike a way to view the "strength" of their GitHub portfolio. As a job seeker, you can enter any GitHub profile and get a quick overview of a few key metrics such as global impact, overall experience and code quality. These same metrics are used in the employer view when comparing a list of select candidates. Based on the overall performance of a portfolio, the candidates get ranked from best to worst.

Images

Entering a GitHub ProfileIndividual GitHub Profile Analysis

GitHub Profile Comparison

Technologies

• Google Gemini
• GitHub Rest API
• GitHub GraphQL API
• React
• Vite
• Tailwind CSS
• Vercel
• Flask 
• Google Cloud Run
• Custom LLM model trained with Google Vertex AI
• TensorFlow
• Google Cloud Storage Bucket

To Run:

Run it Now (deployed application)!

We have already deployed our application! Click on the `website` tab of this page to use it!

Run Locally

If you want to run our application on your computer, then follow these instructions:

After installing all the dependencies cited above (many can be installed by simply running pip install -r requirements.txt), the application can be run by:

Back-end:

cd backend 

python main.py

Front-end:

cd frontend

 pnpm dev

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