BlairCurrey / swe-salary-predictor

1 stars 0 forks source link

web app scaffold #7

Closed BlairCurrey closed 2 years ago

BlairCurrey commented 2 years ago

setup python? flask app? or maybe streamlit?

Rough local scaffolding:

BlairCurrey commented 2 years ago

settled on this architecture

salary-predictor-design-1

BlairCurrey commented 2 years ago

this was also considered:

takes the listening/unpickling off the api but ultimately I dont think this would be necessary for this project and the above would be simpler.

salary-predictor-design-2

BlairCurrey commented 2 years ago

another idea, maybe better. just use api to store data. publish the model to a cdn. utilize tensorflow.js to do prediction in js

cdn could actually be something else (file server?) and interact with api instead

image