Hamel Husain — Building Machine Learning Tools

Hamel Husain — Building Machine Learning Tools

Hamel Husain is a Staff Machine Learning Engineer at Github. He has extensive experience building data analytics and predictive modeling solutions for a wide range of industries, including: hospitality, telecom, retail, restaurant, entertainment and finance. He has built large data science teams (50+) from the ground up and have extensive experience building solutions as an individual contributor. Follow Hamel on Twitter: https://twitter.com/HamelHusain And on his website: http://hamel.io/ Learn more about Github Actions: https://github.com/features/actions and the CodeSearchNet Challenge: https://github.blog/2019-09-26-introducing-the-codesearchnet-challenge/ 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/

Episoder(134)

Jerome Pesenti — Large Language Models, PyTorch, and Meta

Jerome Pesenti — Large Language Models, PyTorch, and Meta

Jerome Pesenti is the former VP of AI at Meta, a tech conglomerate that includes Facebook, WhatsApp, and Instagram, and one of the most exciting places where AI research is happening today.Jerome shar...

22 Des 202252min

D. Sculley — Technical Debt, Trade-offs, and Kaggle

D. Sculley — Technical Debt, Trade-offs, and Kaggle

D. Sculley is CEO of Kaggle, the beloved and well-known data science and machine learning community.D. discusses his influential 2015 paper "Machine Learning: The High Interest Credit Card of Technica...

1 Des 20221h

Emad Mostaque — Stable Diffusion, Stability AI, and What’s Next

Emad Mostaque — Stable Diffusion, Stability AI, and What’s Next

Emad Mostaque is CEO and co-founder of Stability AI, a startup and network of decentralized developer communities building open AI tools. Stability AI is the company behind Stable Diffusion, the well-...

15 Nov 20221h 10min

Jehan Wickramasuriya — AI in High-Stress Scenarios

Jehan Wickramasuriya — AI in High-Stress Scenarios

Jehan Wickramasuriya is the Vice President of AI, Platform & Data Services at Motorola Solutions, a global leader in public safety and enterprise security.In this episode, Jehan discusses how Motorola...

6 Okt 20221h

Will Falcon — Making Lightning the Apple of ML

Will Falcon — Making Lightning the Apple of ML

Will Falcon is the CEO and co-founder of Lightning AI, a platform that enables users to quickly build and publish ML models.In this episode, Will explains how Lightning addresses the challenges of a f...

15 Sep 202245min

Aaron Colak — ML and NLP in Experience Management

Aaron Colak — ML and NLP in Experience Management

Aaron Colak is the Leader of Core Machine Learning at Qualtrics, an experiment management company that takes large language models and applies them to real-world, B2B use cases.In this episode, Aaron ...

26 Aug 202250min

Jordan Fisher — Skipping the Line with Autonomous Checkout

Jordan Fisher — Skipping the Line with Autonomous Checkout

Jordan Fisher is the CEO and co-founder of Standard AI, an autonomous checkout company that’s pushing the boundaries of computer vision.In this episode, Jordan discusses “the Wild West” of the MLOps s...

4 Aug 202257min

Drago Anguelov — Robustness, Safety, and Scalability at Waymo

Drago Anguelov — Robustness, Safety, and Scalability at Waymo

Drago Anguelov is a Distinguished Scientist and Head of Research at Waymo, an autonomous driving technology company and subsidiary of Alphabet Inc.We begin by discussing Drago's work on the original I...

14 Jul 20221h 9min

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