Jay Shah
Jay Shah Podcast
Interviews with scientists and engineers working in Machine Learning and AI, about their journey, insights, and discussion on latest research topics.
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Episodes
Choosing to build an AI startup instead of Corporate Jobs | Nasrin Mostafazadeh 26.06.2021 5:20
Read more about this here in her Twitter thread: https://twitter.com/nasrinmmm/status/1374372131207806976 Nasrin is the co-founder of a deep-tech startup Verneek and has been in the space of AI startups for the past 5 years now. Before that, she was a senior research scientist at Elemental Cognition & BenevolentAI, and prior to which she graduated with a Ph. D. from the University of Rochester...
Shreya Shankar, ML Engineer @Viaduct on Applied ML research & more 26.06.2021 51:36
Shreya is currently a graduate student at Stanford and also working as an ML engineer at Viaduct.ai. She has previously interned at Google-Brain and at Facebook. She talks about her experience as an applied ML engineer and making ML models work in the real world. Shreya's homepage: https://www.shreya-shankar.com About the Host: Jay is a Ph. D. student at Arizona State University, doing resear...
"What got you into AI?" - Answers from 30 different researchers & engineers 26.06.2021 35:17
“What got you into AI? And what part of it really interests you about it?” — a simple question that I have asked more than 30 researchers from different backgrounds and applications on my podcasts to learn more about their motivation. Thought of compiling them into one; to whosoever, it proves to be insightful with the aim to learn more what drives researchers explore and work in the domain of Mac...
What drives Research: Pursuit of Theory or Application? | Ishan & Michal, Facebook AI 23.06.2021 5:29
What really drives the innovation in research projects? Is it a pure pursuit of theory or application-oriented? Ishan is a Research Scientist at @Facebook AI. Much of his recent research work revolves around self-supervised learning is known for this works like including SwAV and PIRL and, Michal Drozdzal is also a Research Scientist at @Facebook AI with major research interests in computer visio...
Game & Network Theory to stop coronavirus spread, Math in AI & more | Po-Shen Loh 11.06.2021 1:12:54
Po-Shen Loh is a Professor of Mathematics at Carnegie Mellon University with research interests in combinatorics, probability theory, and computer science. He is also the coach of the United States International Math Olympiad team and it was under his guidance he led his teams to secure first place in 2015, 16, 18, and 19. He is also the founder of Expii, an online platform that teaches young stud...
Applications & Challenges of AI in Healthcare | Michal Drozdzal 15.05.2021 1:00:39
Michal Drozdzal is a Research Scientist at Facebook AI with major research interests in computer vision. Machine Learning and medical image analysis. He received a Ph. D. in Computer Science from the University of Barcelona. We talk about his journey into research, some open research questions, how research projects look at the intersection of AI and medical research, and more about the democratiz...
Transitioning from Academia to Startups, Natural Language Understanding & more | Nasrin Mostafazadeh 06.05.2021 1:22:47
Nasrin is the co-founder of a deep-tech startup Verneek and has been in the space of AI startups for the past 5 years now. Before that, she was a senior research scientist at Elemental Cognition & BenevolentAI, and prior to which she graduated with a Ph. D. from the University of Rochester and her major research interests are in building intelligent systems that can demonstrate commonsense rea...
Failures & developing Gut feeling in Research | Ishan Mishra, Research Scientist @Facebook AI 28.04.2021 6:19
How to deal and Interpret failures in research? Developing guts for which research will work out and which will not over course of time, from being a researcher in academia as a Ph. D. student to now being a research scientist at Facebook. Check out the whole podcast here: https://youtu.be/Pb5RQAEtznk Ishan is a Research Scientist at @Facebook AI. Much of his recent research work revolves around...
Solving Dark Matter of Intelligence, Self-Supervised Learning | Ishan Mishra, Facebook AI 09.04.2021 47:50
Ishan is a Research Scientist at Facebook AI. Much of his recent research work revolves around self-supervised learning is known for this works like including SwAV and PIRL. He completed his Ph. D. from CMU with Martial Hebert and Abhinav Gupta. and his thesis was titled “Visual Learning with Minimal Human Supervision” Ishan's homepage: http://imisra.github.io/ About the Host: Jay is a Ph. D....
Basics about Product Management and starting you career as PM | Linda Zhang 02.04.2021 52:37
Linda is Product Lead at FAIRE and has in the past interned at Snap Inc., Microsft, BAIN, and graduate from Harvard University. She has a tremendous amount of experience in Product Management and openly shares her insights through newsletters here https://www.productlessons.xyz/ for people to get started with it. You can reach out to her and follow more of her updates at https://twitter.com/thel...
Making AI models work for real-world applications | Aarti Bagul, ML Engineer 30.03.2021 58:48
Aarti is a machine learning engineer at Snorkel AI. Prior to that, she worked closely with Andrew Ng in various capacities - at AI Fund helping build ML companies from scratch internally, as well as investing in ML companies, as a machine learning engineer at his startup Landing AI, as head TA for his deep learning class at Stanford University (CS230), and in his research lab at Stanford. She gra...
What no one tells you about being a Machine Learning Engineer? Aarti Bagul 26.03.2021 11:20
What kind of challenges have you noticed while working with ML applications in production, that most newbies don't know as students or fresh graduates? And what ML applications production pipeline look like? Watch the full podcast here: https://youtu.be/VWJXiszQpTU Also check-out these talks on all available podcast platforms: https://jayshah.buzzsprout.com About the Host: Jay is a Ph. D. stu...
Working at DeepMind vs Google-Brain 21.03.2021 4:02
Watch the full podcast with Natasha here: https://youtu.be/8XpCnmvq49s Also check-out these talks on all available podcast platforms: https://jayshah.buzzsprout.com About the Host: Jay is a PhD student at Arizona State University, doing research on building Interpretable AI models for Medical Diagnosis. Jay Shah: https://www.linkedin.com/in/shahjay22/ You can reach out to https://www.public.asu.ed...
Why I turned down a 375K $ PM offer at Instagram? | Linda Zhang 19.03.2021 5:44
Watch the full podcast with Linda here: https://youtu.be/0Yrt2lBzsNk Also check-out these talks on all available podcast platforms: https://jayshah.buzzsprout.com About the Host: Jay is a PhD student at Arizona State University, doing research on building Interpretable AI models for Medical Diagnosis. Jay Shah: https://www.linkedin.com/in/shahjay22/ You can reach out to https://www.public.asu.edu/...
Doing a PhD and Deciding thesis topic | Natasha Jacques, Research Scientist @Google 12.03.2021 8:52
Watch the full podcast here: https://youtu.be/8XpCnmvq49s Natasha Jaques is currently a Research Scientist at @Google Brain and a post-doc fellow at @UC Berkeley, where her research interests are in designing multi-agent RL algorithms while focusing on social reinforcement learning, that can improve generalization, coordination between agents, and collaboration between human and AI agents. She...
Deep Reinforcement Learning for Social Learning & Fun Chat | Natasha Jacques,@Google 06.03.2021 53:01
Natasha Jaques is currently a Research Scientist at Google Brain and a post-doc fellow at UC-Berkeley, where her research interests are in designing multi-agent RL algorithms while focusing on social reinforcement learning, that can improve generalization, coordination between agents, and collaboration between human and AI agents. She received her Ph. D. from MIT where she focused on Affective Com...
Preparing & nailing Product Management Interview | Renee Yao @NVIDIA 03.03.2021 5:58
Learn more about what product management really is and the skills required for the role with Renee Yao, who leads global healthcare AI startups at @NVIDIA, managing 1000+ healthcare startups. Prior to that, she worked as a senior PM and product marketing manager for AI Systems at NVIDIA. She graduated from Haas School of Business at @UC Berkeley with a focus in Economics and IT. About the Host:...
Ethics in AI, Role of Big Tech Companies & Bitcoin | @The New York Times reporter, Cade Metz 28.02.2021 1:14:21
Cade Metz is a reporter at The New York Times where he frequently covers emerging areas of artificial intelligence, from self-driving cars to virtual reality and much more. Prior to that, he was also a senior staff writer at the WIRED magazine covering stories about big tech companies, bitcoins, and AI. He has a strong background in reporting and is also coming out with his own book called “Geni...
Bias in ML models can be Good & Bad | Akshay Chaudhari, @Stanford AIMI 22.02.2021 4:36
Check out the full podcast here: https://youtu.be/t8YCzcWSUrg Akshay is an Assistant Professor at @Stanford University in the Radiology department. He has a strong background in bioengineering with a bachelor's from @UC San Diego and Ph. D. from Stanford followed by a Postdoctoral experience in radiology at Stanford. We discuss more how machine learning is leveraged for faster medical imag...
Machine Learning in Medical Imaging | Dr. Akshay Chaudhari @Stanford 09.02.2021 1:00:48
Akshay is an Assistant Professor at Stanford University in the Radiology department. He has a strong background in bioengineering with a bachelor's from UC San Diego and Ph. D. from Stanford followed by a Postdoctoral experience in radiology at Stanford. We discuss more how machine learning is leveraged for faster medical image acquisition and post-processing methods. About the Host: Jay is...
Building a profile for Product Management Roles (Machine Learning) | Sharon Zhou @Stanford 06.02.2021 11:41
Sharon is a Stanford Computer Science Ph. D. student advised by Andrew Ng and Michael Bernstein working on generative models. Popularly known for her Coursera course on building GANs, she talks more about the use of AI in medicine, what product management is about, some philosophical fun chat and interpretability, and the future of AI in healthcare. Also check-out these talks on all available po...
What is Product Management? | Renee Yao @NVIDIA 06.02.2021 1:01:38
Learn more about what product management really is and the skills required for the role with Renee Yao, who leads global healthcare AI startups at @NIVIDIA, managing 1000+ healthcare startups. Prior to that, she worked as a senior PM and product marketing manager for AI Systems at NVIDIA. She graduated from Haas School of Business at @UCBerkley with a focus in Economics and IT. About the Host:...
Using Deep Reinforcement Learning for System Optimization & more | Dr. Azalia Mirhoseini, Google 01.02.2021 46:16
Azalia is a Research scientist at the Google Brain team, where she leads machine learning for systems moonshot projects. Her research interests include and not limited to exploring deep reinforcement learning for optimizing computer systems. She has a Ph. D. in Electrical and Computer Engineering from Rice University and has received many awards for her contributions including the MIT Technology...
How to learn Machine Learning? Self-started ML researcher @Google Brain, Sara Hooker 27.01.2021 4:59
Sara Hooker on getting started with learning machine learning, best resources and learning to implement models from scratch. Watch the full episode with Sara here: https://youtu.be/MHtbZls2uts Sara is a research scholar at the @Google-Brain team working on building interpretable machine learning models for reliability and robustness. We talk about how she transitioned from economics to now pure re...
Things I learned during my PhD that I did not expect! - Geneviève Patterson, Head of Research @VSCO 22.01.2021 11:32
Things that I learned apart from research, non-technical traits I did not know you would but I am glad now I did. Full podcast with Geneviève here: https://youtu.be/AA1Co0XBcKg About the Host: Jay is a PhD student at Arizona State University, doing research on building Interpretable AI models for Medical Diagnosis. Jay Shah: https://www.linkedin.com/in/shahjay22/ You can reach out to https://www.p...
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