ML testing landscape, Edge cases, ML testing methods, The role of synthetic data | Svet Penkov, cofounder of Efemarai

Svet Penkov is the cofounder and CEO of Efemarai, a platform to test and improve machine learning code. He is the chairman of the board at AI Cluster Bulgaria. And he has a PhD in Robotics and AI.  

In this episode, we cover a range of topics including: 
- Why we need ML testing 
- ML testing methods 
- How did he discover the problem that led to launching Efemarai 
- The role of synthetic data in testing 
- Edge cases 
- Building reliability into ML pipelines 

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