Conversations on Applied AI

Justin Grammens
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Oct 11, 2022 • 46min

Pete Warden - Bringing Deep Learning to Microcontrollers with TinyML

The conversation this week is with Pete Warden. Pete's mission is simple: Organizing the physical world's information to make it universally accessible and useful. He was the founder and CTO at Jetpac where he built a technical team and created a unique data product that analyzed the pixel data, over 140 million photos from Instagram and turn them into in depth guides for more than 5000 cities around the world. Jetpac was acquired by Google in 2014. From there, he was a founding member and technical lead of the TensorFlow mobile team responsible for deep learning on mobile and embedded devices. Today, he is the CEO at Useful Sensors. He is also the co-author of the highly successful book entitled TinyML published by O'Reilly. Pete holds a Bachelors of Science from University of Manchester and a Doctor of Philosophy and a PhD in computer science from Stanford University.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodePete Warden on TwitterPeteWarden.comJetpacTensorFlowTinyMLQuantizationWake WordsEvgeni GousevArduinoEnjoy!Your host,Justin Grammens
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Sep 27, 2022 • 39min

Younes Amar and Mohammed Sabri - Operationalized ML and Managing Customer Expectations

NOTE: I am excited to announce that all listeners of the Conversations on Applied AI Podcast are eligible to receive a 50% discount at the 2022 Applied AI Conference! Just use the discount code of "podcast" when purchasing your ticket.The conversation this week is with Younes Amar and Mohammed Sabri. Younes is the head of product at Wallaroo, an enterprise platform for production AI. As a product leader, he is responsible for vision, strategy, and roadmap and for building product teams that use qualitative and quantitative data to deliver effective product designs and experiences. Mohamed Sabri is the founder of Rocket Science and the ML Ops Institute where he is developing the next generation of ml ops engineers using a data science mentor at MIT and wrote a book on data science essentials called Data Science Pocket Guide.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodeWallarooRocket ScienceML Ops InstituteData Science Pocket Guide by Mohammed SabriGoogle Cloud PlatformAmazon Web ServicesJupyter Notebookilluminate-aiEnjoy!Your host,Justin Grammens
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Sep 13, 2022 • 46min

Daniel Kornev - Conversational AI | Today and Into the Future

NOTE: I am excited to announce that all listeners of the Conversations on Applied AI Podcast are eligible to receive a 50% discount at the 2022 Applied AI Conference! Just use the discount code of "podcast" when purchasing your ticket.The conversation this week is with Daniel Kornev. Daniel is Chief Product Officer for DeepPavlov.ai, which is the developer behind the Deep Pavlov Open Source Conversational AI stack for building voice assistants. Daniel has also served as an adviser to the Alexa prize team from the Moscow Institute of Physics and Technology. Before DeepPavlov he founded and led an AI-driven startup called Zet Universe, and was both a technical program manager at Google and a dev evangelist at Microsoft. Daniel has an MS in computer science and has done extensive research in computer vision interaction.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodeDeepPavlov.aiDeep Pavlov Open Source Conversational AIDeepPavlov DreamZet UniverseMicrosoft ResearchYandexGPT-3Speech-to-Text: Automatic Speech RecognitionDandelion APINielsen Norman GroupEnjoy!Your host,Justin Grammens
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Aug 30, 2022 • 36min

Neil Sahota - Hybrid Intelligence | Complementing Human Abilities with Machine Capabilities

The conversation this week is with Neil Sahota. Neil is an IBM Master Inventor, United Nations AI advisor, Chief Innovation Officer, and globally recognized speaker and author of the award-winning Best Business Book of 2019. Own the AI Revolution. Neil is a founding member of the UN's AI For Good initiative, and is actively helping them build out their ecosystem of strategic partnerships. Additionally, through his work with the Global Fortune 500 companies as a change maker, he created a disruptive thinking framework to show people how you can think differently.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodeOwn the AI Revolution by Neil SahotaIBM ResearchIBM WatsonWatson and the Jeopardy! ChallengePalantirRainforest ConnectionHybrid intelligent systemAI for GoodEnjoy!Your host,Justin Grammens
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Aug 16, 2022 • 31min

Tom Doyle - Applying AI to Always On Sensing Devices

The conversation this week is with Tom Doyle. Tom is a veteran in the semiconductor industry working in many different areas over the last 35 years, including RF and satellites, analog and mixed-signal integrated circuit solutions, IP software, and sales. He holds a BS in Electrical Engineering from West Virginia University and an MBA from California State University. Tom is the CEO of Aspinity. Aspinity is a world leader in the design and development of analog machine learning chips that are revolutionizing the architecture of always-on sensing devices that run on batteries. Aspinity is the second startup Tom founded and is the first focused on a semiconductor chip.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodeAspinityAspinity CareersTinyML Cookbook by Gian Marco Iodice AnalogMLLinear and Non-Linear Analog Signal ProcessingWhat is Vibration Analysis and What is it Used For?MicrocontrollerMoore's Law Enjoy!Your host,Justin Grammens
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Aug 2, 2022 • 41min

Gian Marco - Combining AI and Low-Power Devices to Make the World Smarter

The conversation this week is with Gian Marco. Gian is a tech lead in the machine learning group at ARM and the author of the TinyML Cookbook published in April of 2022. At ARM Gian looks after the ML performance optimizations for the arm compute library, which he co-created in 2017 to get the best performance on ARM Cortex-A CPUs. ARM Compute Library is currently the most performant library for machine learning on ARM. And it's deployed on billions of devices worldwide from servers to smartphones. Gian holds an MSC with honors in Electronic Engineering from the University of Pisa in Italy and has several years of experience developing machine learning and computer vision algorithms on edge devices. And 2020. John co-founded the TinyML UK Meetup Group to encourage knowledge-sharing, educate and inspire the next generation of machine learning developers on tiny power-efficient devices.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodeTinyML CookbookARMARM Cortex-AAlexNetVGG-16ArduinoBreadboardEdge ImpulseTinyML UK Meetup Group Enjoy!Your host,Justin Grammens
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Jul 19, 2022 • 33min

Blair Newman - Making Edge Devices Intelligent With No-Code Automation

The conversation this week is with Blair Newman. Blair is an accomplished executive with more than 25 years of experience creating business value within the information technology industry. He's a decisive leader managing and overseeing PnLs, building pipelines, and generating multimillion-dollar cost savings by acquisitions and IT transformations. He is currently the Chief Technology Officer at Newton AI where he and the team helped companies automatically build extremely tiny and explainable models without needing a Machine Learning background. Prior to his current role. He was head of computing services and solutions at T-Systems North America for more than 10 years.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodeNewton AIT-Systems North AmericaBell IntegratortinyML FoundationTensorFlowNatural Language Processing (NLP) for Machine LearningEnjoy!Your host,Justin Grammens
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Jul 5, 2022 • 40min

Amelia Winger-Bearskin - Using Empathy to Create Responsible Technology

The conversation this week is with Amelia Winger-Bearskin. Amelia innovates with artificial intelligence in ways that make a positive impact on our community and the environment. She's a Banks Family Preeminence Endowed Chair and Associate Professor of Artificial Intelligence and the Arts at the Digital Worlds Institute at the University of Florida. She's a 2019-2020 Mozilla Foundation Open Web Fellow in partnership with MIT Open Doc Lab, and MIT's Co-Creation Studio working on ethics and values-driven software development toolkit, among many other accomplishments. In 2019. She was an invited presenter to His Holiness Dalai Lama's world headquarters for the summit on fostering universal ethics and compassion. In 2018, she was awarded a MacArthur and Sundance Institute fellowship for her 360 Video immersive installation in collaboration with the artist Wendy Red Star. She holds a bachelor's degree in art and visual technologies from George Mason University, a master's degree in transmedia from the University of Texas at Austin, and MPS and ITP from New York University.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodeStudioAmelia.comDigital Worlds InstituteMIT Open Doc LabMIT's Co-Creation StudioWendy Red StarSeneca-Cayuga NationEastman School of MusicA Whole New Mind: Why Right-Brainers Will Rule the FutureEthical SourceAlphaGoBroad Band: The Untold Story of the Women Who Made the InternetBraiding Sweetgrass: Indigenous Wisdom, Scientific Knowledge and the Teachings of PlantsStack OverflowNo-Funding.comEnjoy!Your host,Justin Grammens
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Jun 28, 2022 • 53min

Bryant Cruse - Building Thinking Machines with Knowledge

The conversation this week is with Bryant Cruse. Bryant has been a pioneer in the application of AI technology to difficult real-world problems. He graduated from St. John's College in Annapolis, Maryland, where he acquired his lifelong interest in the philosophy of Epistemology. Or how we know what we know. After serving for eight years as a naval aviator, he returned to school for an MS in Space Systems Engineering from John Hopkins. While on the mission operations team for the Hubble Telescope, he found a personal mission to change the way spacecraft was operated by seeking a way to capture human knowledge and computers. This work led him to a six-month residency at the Lockheed AI Center in Palo Alto, he went on to found two successful AI companies, both of which were ultimately acquired by public corporations. New Sapience is his third technology company. The patented technology represents more than 15 years of development and a lifetime of thinking from first principles.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodeNew SapienceMySapiens.comForward to the FutureLockheed Advanced Technology CenterSymbolic artificial intelligenceBloom's Taxonomy of LearningStochastic Optimization AlgorithmsAristotle's CategoriesWestern Canon BooksTuring testCarl Rogers Psychologist BiographyELIZA effectEnjoy!Your host,Justin Grammens
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Jun 21, 2022 • 39min

Rob Telson - Edge AI on-Chip Processing and Learning

The conversation this week is with Rob Telson. Rob is an experienced sales leader with a demonstrated successful history working in the software and semiconductor industry, skilled and driving growth, negotiation, sales management, organizational leadership and technology. He holds degrees from the University of Arizona and Harvard Business School, and is the Vice President of Worldwide Sales and Marketing at BrainChip Holdings Limited, a company that is focused on software and hardware-accelerated solutions for advanced artificial intelligence and machine learning applications.If you are interested in learning about how AI is being applied across multiple industries, be sure to join us at a future AppliedAI Monthly meetup and help support us so we can make future Emerging Technologies North non-profit events!Emerging Technologies NorthAppliedAI MeetupResources and Topics Mentioned in this EpisodeBrainChip Holdings LimitedBrainChipInc on YoutubeNeuromorphic ComputingAkida Neural ProcessorMobileNetV1 ExplainedTinyML FoundationBrownfield vs. Greenfield DevelopmentEnjoy!Your host,Justin Grammens

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