A salary predictor for software engineers and other tech roles. Powered by a machine learning model that updates with your input.
https://www.youtube.com/watch?v=hmmutTWiqDc
The individual service READMEs have more information concerning local development and deployment.
Miscellaneous documentation, manual test script
Python environment for bulding and testing the model for predicting salaries.
Fastapi server that will store user input into db, get latest model from db, predict salaries using model, and serve results to the users in jinja2 templates.
Postgres database initialized with docker and managed with alembic.
Takes the original model and fits additional data to it. Saves the resulting model.
