This project is a showcase of my engineering skills.

Done:

1. OOP
2. FastAPI
3. Pipeline orchestrator
4. Queues managing each stage: data loading, feature engineering, and prediction
5. Multi-Threading
6. Some basic DS model
7. Unit tests for data science purposes - tests of variables (length, type, mean, std)

To-Do:

1. Poetry
2. Docker - to deploy to clouds
3. CI\CD - automated deploy to clouds with prior tests