Chip Huyen — ML Research and Production Pipelines

Chip Huyen — ML Research and Production Pipelines

Chip Huyen is a writer and computer scientist currently working at a startup that focuses on machine learning production pipelines. Previously, she’s worked at NVIDIA, Netflix, and Primer. She helped launch Coc Coc - Vietnam’s second most popular web browser with 20+ million monthly active users. Before all of that, she was a best selling author and traveled the world.

Chip graduated from Stanford, where she created and taught the course on TensorFlow for Deep Learning Research.


Check out Chip's recent article on ML Tools: https://huyenchip.com/2020/06/22/mlops.html

Follow Chip on Twitter: https://twitter.com/chipro

And on her Website: https://huyenchip.com/


Visit our podcasts homepage for transcripts and more episodes!

www.wandb.com/podcast


🔊 Get our podcast on Apple and Spotify!

Apple Podcasts: https://bit.ly/2WdrUvI

Spotify: https://bit.ly/2SqtadF


We started Weights and Biases to build tools for Machine Learning practitioners because we care a lot about the impact that Machine Learning can have in the world and we love working in the trenches with the people building these models. One of the most fun things about these building tools has been the conversations with these ML practitioners and learning about the interesting things they’re working on. This process has been so fun that we wanted to open it up to the world in the form of our new podcast called Gradient Dissent. We hope you have as much fun listening to it as we had making it!


👩🏼‍🚀Weights and Biases:

We’re always free for academics and open source projects. Email carey@wandb.com with any questions or feature suggestions.


- Blog: https://www.wandb.com/articles

- Gallery: See what you can create with W&B - https://app.wandb.ai/gallery

- Continue the conversation on our slack community - http://bit.ly/wandb-forum


🎙Host: Lukas Biewald - https://twitter.com/l2k

👩🏼‍💻Producer: Lavanya Shukla - https://twitter.com/lavanyaai

📹Editor: Cayla Sharp - http://caylasharp.com/

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Avsnitt(140)

Elon's Former Battery Chief: AI Data Centers Will Make Electricity Cheaper

Elon's Former Battery Chief: AI Data Centers Will Make Electricity Cheaper

Can today's power grid handle the explosive growth of AI data centers? Tesla Alum Drew Baglino, now founder & CEO of Heron Power, doesn't think so.In this episode, he joins Lukas Biewald to talk about...

18 Aug 1h 34min

40 Trillion Tokens a Day (Yes, More Than OpenAI) | Lin Qiao, CEO of Fireworks

40 Trillion Tokens a Day (Yes, More Than OpenAI) | Lin Qiao, CEO of Fireworks

Should American companies be worried about Chinese open-source AI models?Lin Qiao, CEO of Fireworks, doesn't think so.In this episode, she joins Lukas Biewald to talk about why she believes the indust...

3 Aug 1h 19min

He's Building an AI That Can't Lie | Dan Klein

He's Building an AI That Can't Lie | Dan Klein

"We are going to switch from the problem in AI being that nothing works to the problem being that everything works."Dan Klein has been studying language models for over two decades and is now a profes...

16 Juni 1h 14min

He Raised $70M to Cure Every Disease With AI | Samuel G. Rodriques, Edison Scientific

He Raised $70M to Cure Every Disease With AI | Samuel G. Rodriques, Edison Scientific

Samuel Rodriques left physics because there were no unsolved problems left.Instead, he built an AI scientist named Kosmos to cure every disease, solve aging, and map the human brain.In this episode:Th...

26 Maj 1h 14min

Uber, Nissan, and Mercedes Chose This Self-Driving Startup | Alex Kendall, Wayve

Uber, Nissan, and Mercedes Chose This Self-Driving Startup | Alex Kendall, Wayve

"Every vehicle is capable of driverless operation. That's clearly the steady state of where we're going."Wayve started in a rented house in Cambridge with $1.5M, a car in the garage, and an aim to int...

15 Apr 45min

Why Netflix, Uber, and Spotify Never Lag: The Database Nobody Talks About | Aaron Katz

Why Netflix, Uber, and Spotify Never Lag: The Database Nobody Talks About | Aaron Katz

"Companies designing for agents, not humans, are going to get a lot of lift."ClickHouse started as an internal tool at Yandex. Today it's the database Anthropic, OpenAI, Meta and Tesla all run on.In t...

31 Mars 43min

The $64M Bet on an AI That Has to Be Right | Carina Hong, CEO of Axiom

The $64M Bet on an AI That Has to Be Right | Carina Hong, CEO of Axiom

Formal verification already consumes years of human effort.In this episode, Lukas Biewald talks with Carina Hong, Founder & CEO of Axiom, about why verification is becoming the real bottleneck in high...

5 Feb 50min

What a $42B Software Co. Really Spends on AI Tools

What a $42B Software Co. Really Spends on AI Tools

“I don't worry about being replaced by AI. I worry about being replaced by someone who's really good at using AI.”Atlassian has 10,000+ engineers currently split-testing the world’s top AI coding tool...

20 Jan 1h 7min

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