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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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Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: http://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
4.9
88 ratings
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
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: http://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
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