We talked about:

Danny’s background
What an MLOps Architect does
The popularity of MLOps Architect as a role
Convincing an employer that you can wear many different hats
Interviewing for the role of an MLOps Architect
How Danny prioritizes work with data scientists
Coming to WhyLabs when you’ve already got something in production vs nothing in production
Market awareness regarding the importance of model monitoring
How Danny (WhyLabs) chooses tools
ONNX
Common trends in tooling setups
The most rewarding thing for Danny in ML and data science
Danny’s secret for staying sane while wearing so many different hats
T-shaped specialist, E-shaped specialist, and the horizontal line
The importance of background for the role of an MLOps Architect
Key differences for WhyLogs free vs paid
Conclusion and where to find Danny online


Links:

Matt Turck: https://mattturck.com/data2021/
AI Observability Platform: https://whylabs.ai/observability
Danny's LinkedIn: https://www.linkedin.com/in/dleybz/
Whylabs' website: https://whylabs.ai/
AI Infrastructure Alliance: https://ai-infrastructure.org/


ML Zoomcamp: https://github.com/alexeygrigorev/mlbookcamp-code/tree/master/course-zoomcamp
Join DataTalks.Club: https://datatalks.club/slack.html
Our events: https://datatalks.club/events.html