Meetup #74

Building an ML Platform from Scratch: Live Coding Session - Part 2

In our previous live coding session, we built an ML platform using MLFlow, DVC, Pulumi, and other tools. As requested by the community, during the second session we'll focus on how to add solutions for Model Monitoring and Training Orchestration. All codes are available here:

In this episode

Alon Gubkin

Alon Gubkin

VP R&D, Aporia

Alon Gubkin is the VP R&D at Aporia. Writing code from the age of 7, Alon has an unhealthy obsession with programming and a huge love for mixing engineering with data science. When he isn't coding, Alon enjoys playing video games and musing about biology.



Demetrios Brinkmann

Demetrios Brinkmann


Demetrios is one of the main organizers of the MLOps community and currently resides in a small town outside Frankfurt, Germany. He is an avid traveller who taught English as a second language to see the world and learn about new cultures. Demetrios fell into the Machine Learning Operations world, and since, has interviewed the leading names around MLOps, Data Science, and ML. Since diving into the nitty-gritty of Machine Learning Operations he felt a strong calling to explore the ethical issues surrounding ML. When he is not conducting interviews you can find him making stone stacking with his daughter in the woods or playing the ukulele by the campfire.