This Week in Machine Learning & AI Podcast
This week on the show my guest is Deep Varma, Vice President of Data Engineering at real estate startup Trulia. Deep has run data engineering teams in silicon valley for well over a decade, and is now responsible for the engineering efforts supporting Trulia’s Big Data Technology Platform, which encompasses everything from Data acquisition & management to Data Science & Algorithms.
This week on the show my guest is Deep Varma, Vice President of Data Engineering at real estate startup Trulia. In the show we discuss Trulia’s data engineering pipeline and their personalization platform, as well how they use computer vision, deep learning and natural language generation to deliver their product.
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My guest on the show this week is Danny Lange, VP for Machine Learning & AI at video game technology developer Unity Technologies. Danny is well traveled in the world of ML and AI, and has had a hand in developing machine learning platforms at companies like Uber, Amazon and Microsoft.
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Our guest this week is Dominique Simmons, applied research Scientist at AI tools vendor Dimensional Mechanics. Dominique brings an interesting background in cognitive psychology and psycholinguistics to her work and research in AI and, well, to this podcast. We cover the implications of cognitive psychology for neural networks and AI systems, and more.
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My guest this week is Matt Zeiler, founder & CEO of Clarifai, a startup whose cloud-based visual recognition system gives developers a way to integrate visual identification into their own products.
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This week my guest is Ruchir Puri; Chief architect of IBM Watson, and IBM Fellow. Our conversation focused on cognition and reasoning, and we explored what these concepts represent, how enterprises really want to consume them, and how IBM Watson seeks to deliver them.
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This week my guest is Kathryn Hume, President of Fast Forward Labs. She shared several really interesting examples of the kinds of things she’s seeing enterprises do with machine learning and AI, and we discussed a few of the various challenges enterprises face and some of the lessons her company has learned in helping them.
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This week my guest is Scott Stephenson, co-founder & CEO of Deepgram. Scott and I cover a ton of interesting topics including applying machine learning to particle physics, using deep learning and neural networks to search audio, and Kur, the deep learning framework that his company developed and open-sourced.
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This week we spoke with founders from the 5 companies in the inaugural batch of the AI NexusLab program: HelloVera, Klustera, Behold.ai, Cambrian Intelligence, and AlphaVertex.
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This week my guest is Alekh Agarwal. Alekh is a researcher with Microsoft Research whose research is focused on Interactive Machine Learning.
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This week my guest is Evan Wright, principal data scientist at cybersecurity startup Anomali. In my interview with Evan, he and I discussed about a number of topics surrounding the use of machine learning in cybersecurity.
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My guest this week is Stefano Ermon, Assistant Professor of Computer Science at Stanford University. Stefano and I discuss domain knowledge in machine learning models, dimensionality reduction, semi-supervised learning, proxy & transfer learning, and applying ML & AI to sustainability issues such as poverty, food security and the environment.
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This week my guest is Shubho Sengupta, Research Scientist at Baidu. Shubho and I discuss how to scale deep learning, and we dig into various systems challenges including architecture, productionalization and operationalization.
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