Building MLOps ecosystem at Brainly – design and challenges
In engineering it is never easy to design a system or platform that will be robust, effective and yet easy to maintain and use. It gets even harder if you are building a platform for not one but many teams and you have to adapt to their existing projects and tools.
Mateusz Kwaśniak is a Lead MLOps Engineer at deepsense.ai where he is involved in developing a machine learning platform for AI Services department at Brainly. His main activities within the project include design and implementation of the platform components so that ML teams are able to productionize their solutions faster and in a more reliable way. He graduated in Computer Science from Technical University of Lodz. His professional interests are connected with software architecture, machine learning, cloud and DevOps