Productionizing Machine Learning Models and taking care about the neighbors

In Movile we have a Machine Learning Squad composed of the following members: 1 Tech Lead (Mixed engineering and computational) 2 Core ML engineers (production side) 1 Data Scientist (with statistical background) – (data analysis and prototyping side) 1 Data Scientist (with computational background) – (data analysis and prototyping side) As we can see, there are different backgrounds in the team and to make the entire workflow productive and smoothed as possible, we need to get a good fence (a.k.a.