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MLOps Memes

Posted Apr 30, 2021 | Views 365
# Open Source
# Interview
# clear.ml
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Ariel Biller
Evangelist @ ClearML

Researcher first, developer second, in the last 5 years Ariel worked on various projects from the realms of quantum chemistry, massively-parallel supercomputing and deep-learning computer-vision. With AllegroAi, he helped build an open-source R&D platform (Allegro Trains), and later went on to lead a data-first transition for a revolutionary nanochemistry startup (StoreDot). Answering his calling to spread the word on state-of-the-art research best practices, He recently took up the mantle of Evangelist at ClearML. Ariel received his PhD in Chemistry in 2014 from the Weizmann Institute of Science. With a broad experience in computational research, he made the transition to the bustling startup scene of Tel-Aviv, and to cutting-edge Deep Learning research.

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Demetrios Brinkmann
Chief Happiness Engineer @ MLOps Community

At the moment Demetrios is immersing himself in Machine Learning by interviewing experts from around the world in the weekly MLOps.community meetups. Demetrios is constantly learning and engaging in new activities to get uncomfortable and learn from his mistakes. He tries to bring creativity into every aspect of his life, whether that be analyzing the best paths forward, overcoming obstacles, or building lego houses with his daughter.

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Vishnu Rachakonda
Data Scientist @ Firsthand

Vishnu Rachakonda is the operations lead for the MLOps Community and co-hosts the MLOps Coffee Sessions podcast. He is a machine learning engineer at Tesseract Health, a 4Catalyzer company focused on retinal imaging. In this role, he builds machine learning models for clinical workflow augmentation and diagnostics in on-device and cloud use cases. Since studying bioengineering at Penn, Vishnu has been actively working in the fields of computational biomedicine and MLOps. In his spare time, Vishnu enjoys suspending all logic to watch Indian action movies, playing chess, and writing.

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SUMMARY

This discussion was really fun. We had an expansive discussion with Ariel about his background as a research scientist, how he got into making memes about MLOps and what his perspective on the MLOps landscape really is. We highly recommend watching this on YouTube so you can see the memes that Ariel made and know what Demetrios and Vishnu were giggling at. A couple of things stood out in this chat. First, the radically simple nature of communicating through memes on MLOps was something both Demetrios and Vishnu really appreciated. It's very easy to get caught up in all the jargon in our industry, but memes, visuals, and humor make it much simple to understand how people actually feel about different topics and how they think. We talked about how Ariel stumbled into this form of communication and how it fits into his work as an evangelist now. Next, Ariel made an amazing point: "we are in the Stone Age for MLOps." This is a recurring theme in our chats that Ariel summarized succinctly. No one has had enough experience with all the possible ML systems to say that one way is exactly right. In particular, the tools we use still have a long way to go, just like stone preceded bronze. Ariel gave us great insight into how these tools can evolve and get even better. Thanks to Ariel for spending time with us and giving us lots of laughs!

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