On Structuring an ML Platform 1 Pizza Team //Breno Costa & Matheus Frata //MLOps Coffee Sessions #73

MLOps Coffee Sessions #73 with Breno Costa and Matheus Frata, On Structuring an ML Platform 1 Pizza Team.

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// Abstract
Breno and Matheus were part of an organizational change at Neoway in recent years. With the creation of cross-functional and platform teams in order to improve the value stream generated by these teams. They share their experience in creating a machine learning platform team. The challenges they faced along the way, how they approached using product thinking, and the results achieved so far.

// Bio
Matheus Frata Matheus is an Electronics Engineer who got into Data Science by accident! During his graduation, Matheus joined Neoway as a Data Scientist, but during that time, he saw a lot of problems that were related to engineers! This was Matheus' beginning with MLOPS.  Today, Matheus works as a Machine Learning Engineer helping their Data Scientists to FLY!!!

Breno Costa
Breno uses his mixed background in Computer Science and Mathematical Modeling to design and develop ML-based software products. A brief period as an entrepreneur gives a different look at how to approach problems and generate more value. He has worked at Neoway for three years and currently works as a machine learning engineer on the Platform team.

// Related links
https://mlops.community/building-neoways-ml-platform-with-a-team-first-approach-and-product-thinking/

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Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/
Connect with Vishnu on LinkedIn: https://www.linkedin.com/in/vrachakonda/
Connect with Breno on LinkedIn: https://www.linkedin.com/in/breno-c-costa/
Connect with Matheus on LinkedIn: https://www.linkedin.com/in/matheus-frata/

Timestamps:
[00:00] Introduction to Breno Costa & Matheus Frata
[02:08] Breno's background in Neoway
[03:23] What does Neoway do, and Matheus' background in Neoway
[05:43] Organizational structure of Neoway
[07:31] Concept of redesign
[10:47] Getting the structure right as a priority
[15:26] Designing the teams
[20:28] Three different ways of setting up the cell interaction
[23:58] Platform differences
[25:33] Technical components before redesigning and organizational overhauling
[31:50] Supporting platform teams
[33:23] Settling tech stack, managing technical needs
[42:10] Building internal tools
[50:10] Wrap up