Microservice-ml-classifier 0.0.0

Simple classifier to be used in production

# Microservice ml classifier

This repository is my attempt to play with areas that are sometimes omitted in machine learning projects. Some of them are:

• Packaging the machine learning model

• Implement a CI/CD pipeline to ensure code works as expected

• Deployment to a production environment

• Build an API to create an interface between the client and the server

• Explore different architectures based on project needs: Docker, IaaS, PaaS…

These areas are very often managed by other roles in software teams such as DevOps, Architects or Backend software engineers. On the other hand, a Machine Learning Engineer, is usually in charge of building training and inference pipelines for models in a development environment.

I want to enrich my craft and experience working in these areas.

Hope it helps to anyone who reads this!