Before I talk about the new project, I gotta talk about the Reddit Upvote Ratio Predictor first! I have a functional model pipeline in place for the predictor and can now make predictions after giving info such as the title and body text of the submission. I see many places where I can improve the model, but my main goal is still to implement a MLOps pipeline so I’m working towards that first. I’ve chosen Heroku to host the FastAPI application I’ve made to serve predictions and this is where I plan to deploy to as part of the pipeline I mentioned. Hopefully I will be able to add place on this site to send requests to the app in not too long!
As for the new project I’ve picked up since:
See the next post, this is long enough already.