The AI Innovation Space

Ellumen, Inc.

Podcast by Ellumen, Inc.

  1. 07/16/2024

    Leading the AI Revolution: A Conversation with Ellumen's Miary Andria

    In this episode, we are joined by an innovative leader in AI and technology, who has made significant strides in various sectors, including government, healthcare, and education. Our guest's current role at Ellumen involves assisting the U.S. Department of Homeland Security (DHS) and U.S. Customs and Border Protection (CBP) with the development of an advanced chatbot system, pushing the boundaries of next-generation innovation. Previously, he served as a technology leader at Western University of Health Sciences, where he identified groundbreaking opportunities to leverage AI for improving education. He explored how AI can be used to select the best candidates, train future medical professionals, and optimize healthcare systems. Miary offers valuable advice for newcomers to the AI field, emphasizing ways to become more involved and make a meaningful impact. This episode is packed with deep insights and forward-thinking perspectives on the evolving landscape of AI and technology.

  2. 10/23/2023

    AI's Transformative Influence: From Healthcare to Industry Trends

    In this episode, we explore the far-reaching impact of AI in healthcare and beyond. Our guest, Clark Xu, a Senior Machine Engineer with experience at Epic and UW Madison, shares insights into AI's role in data processing, ethical considerations, and industry trends. Clark expands on his significant projects, including PAGER-CoV for COVID-19 research and machine learning for spinal cord injury predictions. Our hosts and guest also explore the potential of generative AI. Join us for an engaging conversation surrounding AI's transformative influence in various domains.

    AI's Transformative Influence: From Healthcare to Industry Trends

  3. 09/25/2023

    Bridging Science and AI: Adventures in ML Operations

    In this episode, we are joined by Zac Yung-Chun Liu, an accomplished ML Engineer with a geophysics background and diverse portfolio of experiences. Zac takes us on a journey through his remarkable career, starting with his impactful work at Hypergiant, where he contributed to groundbreaking AI-driven satellite and space mission control projects. As the founding member of BrainChain AI, Zac offers a glimpse into his current venture involving AI and ML to detect supply chain disruptions, hinting at the exciting developments that lie ahead. Delving into the world of MLOps, Zac provides a clear definition and shares invaluable insights into its practical applications. His expertise shines through as he discusses how MLOps has played a pivotal role in his projects. Zac's academic research at Stanford University takes center stage, where he serves as a research associate. He unveils the intriguing applied ML projects aimed at enhancing remote monitoring of carbon stock in tropical forests and developing innovative solutions such as a shark fin detector and predictive models for shark locomotor activity.

    Bridging Science and AI: Adventures in ML Operations

  4. 08/28/2023

    Exploring Data & ML Competitions: Kaggle and Annotations Tools

    Himanshu Maurya, a recent Computer Science graduate and Machine Learning Engineer, shares his AI journey. He explores AI-based visual quality control and reflects on his impressive 3rd place finish in a Kaggle competition. Himanshu also highlights his work with automated assessment of breast tumors and introduces the KaIDA Image Data Annotation Tool. Tune in for a glimpse into the evolving world of AI and its diverse applications.

    Exploring Data & ML Competitions: Kaggle and Annotations Tools

  5. 07/31/2023

    Exploring the Metaverse: Machine Learning and Virtual Realms

    Join us in this episode as we sit down with Jack Ding, a Machine Learning Engineer at Metaverse Mind Lab. Jack shares his expertise on the intersection of machine learning and the metaverse. Discover how headsets and game engines can play a crucial role in the development of machine learning algorithms for this virtual realm. Jack provides a clear explanation of general adversarial networks (GANs), highlighting their potential to enhance detection in security cameras. He also shares his insights on the innovative application of machine learning with ray tracing, addressing hardware limitations and filling in missing portions of light rays. Lastly, Jack sparks our imagination by discussing the future prospects of text to scene generators, offering a glimpse into a world where textual input can be transformed into immersive visual experiences.

    Exploring the Metaverse: Machine Learning and Virtual Realms

  6. 07/17/2023

    The Transformative Power of AI in Education

    In this episode, Machine Learning Scientist Sumeet Singh discusses the transformative potential of AI in education, highlighting its applications for learning, assessment, and feedback. Sumeet delves into his groundbreaking research on Full Page Handwriting Recognition via Image to Sequence Extraction, explaining its advancements and uses. He offers insights into in-context learning models, and the future of generative models and their impact on entertainment, art, and storytelling. Additionally, Sumeet discusses the vital role of machine learning in security, particularly in anomaly detection and threat identification.

    The Transformative Power of AI in Education

  7. 06/26/2023

    How Generative AI Transforms Communication

    In this episode, we delve into the journey of Sushant Hiray, co-founder of DeepAffects, a cloud-based voice intelligence platform acquired by RingCentral. Sushant, now Director of Machine Learning at RingCentral, explores leveraging voice data insights, envisioning a future where language barriers are eliminated, and a personal assistant mimics speech and actions in meetings. Discover the transformative potential of AI-driven voice intelligence and the concept of an assistant replicating an individual's presence.

    How Generative AI Transforms Communication

  8. 05/22/2023

    Unleashing Machine Learning's Potential through Open-Source Models

    In this episode, we explore the power and potential of open-source models in machine learning with Alara Dirik, a Machine Learning Engineer at Hugging Face. We discuss the democratization of cutting-edge techniques, the collaborative nature of the open-source community, and the development of robust models. Alara provides valuable advice for aspiring contributors, sharing resources and best practices. Join us as we dive into the world of open-source machine learning and unleash its transformative impact.

    Unleashing Machine Learning's Potential through Open-Source Models
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Podcast by Ellumen, Inc.

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