LinkedIn's own Carl Steinbach joined us to go over his mastery in all this data plane. This is one of those videos that are not directly correlated with ML but has so much importance for MLOps. Carl caught Demetrios' eye when he realized that Carl was a contributor to this incredible article around the new architecture for modern data infrastructure we are starting to see. Some Gems from the chat are: - Breakdown of Transpiler - Advantages of Decoupling the Execution Layer - Differences between UDF (user-defined function) Functions and Views - Data structure evolution over the years One nugget of wisdom was Carl's vision of how data lakes and data warehouses are on a crash course towards each other!
In this episode
Senior Staff Software Engineer Tech Lead, LinkedIn
Carl is a Senior Staff Software Engineer and currently the Tech Lead for LinkedIn's Grid Development Team. He is a contributor to Emerging Architectures for Modern Data Infrastructure.
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.
David is one of the organizers of the MLOps Community. He is an engineer, teacher, and lifelong student. He loves to build solutions to tough problems and share his learnings with others. He works out of NYC and loves to hike and box for fun. He enjoys meeting new people so feel free to reach out to him!