Data Hurdles  Por  arte de portada

Data Hurdles

De: Michael Burke and Chris Detzel
  • Resumen

  • Data Hurdles is a captivating podcast that takes listeners on an enthralling journey through the multifaceted world of data, where technology and information intersect in intriguing and unanticipated ways. Hosted by Michael Burke and Chris Detzel, this podcast delves into an array of data-centric topics, such as data quality, data security, the revolutionary ChatGPT, data literacy, data pipelines, and the role of reinforcement learning data in machine learning. In addition to exploring AI, big data, and social justice, Michael and Chris share their experiences and insights on how these complex issues impact our lives. By inviting expert guests from diverse industries, each episode promises thought-provoking discussions and engaging storytelling, ensuring listeners walk away feeling informed, inspired, and eager to learn more about the rapidly evolving field of data. Join us at Data Hurdles and embark on an incredible journey that will change the way you perceive the importance and potential of data in shaping our world
    2024All rights Reserved
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Episodios
  • Transforming CX with AI: A Conversation with CEO and Co-Founder, Somya Kapoor of TheLoops
    Jun 8 2024

    Welcome to another episode of the Data Hurdles podcast! In this episode, hosts Chris Detzel and Michael Burke are thrilled to have a special guest, Somya Kapoor, the CEO and Co-Founder of TheLoops. Somya brings a wealth of experience from her leadership roles at SAP and ServiceNow and shares her remarkable journey of transitioning from big corporations to the startup world.


    Episode Highlights:

    • Introduction and Background: Chris and Michael kick off the episode with a warm welcome and a brief catch-up before introducing Somya Kapoor. Somya shares her impressive background, highlighting her leadership roles at SAP and ServiceNow and her transition to the startup ecosystem.
    • Founding TheLoops: Somya dives into the inspiration behind co-founding TheLoops, a company focused on transforming customer experience (CX) using AI. She recounts the challenges and opportunities she encountered while starting the company during the COVID-19 pandemic. Despite the initial setbacks, Somya's perseverance and innovative thinking led to the successful establishment of TheLoops.
    • AI and Customer Experience: The discussion delves into how TheLoops leverages AI to enhance customer experience by aligning people, processes, and data. Somya explains the critical role of AI in operational efficiency and personalized customer interactions. She emphasizes the importance of understanding customer behavior through data and how it can drive better business outcomes.
    • Navigating Challenges: Somya shares insights on navigating the hurdles of building a startup, especially during uncertain times. She discusses the importance of pivoting and adapting to changing circumstances, and how TheLoops managed to secure customers and investors despite the pandemic-induced challenges.
    • Leadership and Diversity: The conversation shifts to leadership and the significance of fostering an inclusive and diverse work culture. Somya shares her personal journey of growing up in different cultural environments and how it shaped her perspective on diversity. She highlights the benefits of having a diverse team and how it contributes to creativity and innovation at TheLoops.
    • Future Trends in CX: Somya provides her perspective on the current trends and future of the CX industry. She discusses the transformative impact of AI on CX, the breaking down of silos within organizations, and the evolving role of support leaders. Somya also touches upon the integration of AI in support systems to enhance customer satisfaction and operational efficiency.
    • Advice for Aspiring Entrepreneurs: Towards the end of the episode, Somya offers valuable advice for aspiring entrepreneurs, especially women looking to enter the tech industry. She encourages them to take the leap, embrace challenges, and learn to navigate the startup landscape with resilience and determination.
    • Closing Thoughts: Chris and Michael wrap up the episode with a heartfelt thank you to Somya for sharing her insights and experiences. They express their admiration for her journey and the innovative work being done at TheLoops. The hosts also remind listeners to rate, review, and subscribe to the podcast for more inspiring episodes.

    Follow Us:

    • Twitter: @DataHurdles
    • LinkedIn: Data Hurdles
    • Website: Data Hurdles
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    42 m
  • AI Everywhere: The Coming Era of Intelligent Devices and Embedded Systems
    May 18 2024

    In this episode of Data Hurdles, hosts Chris Detzel and Michael Burke engage in a wide-ranging discussion about the current state and future trajectory of artificial intelligence (AI) and machine learning (ML) in both the job market and product development.

    The conversation begins with Mike sharing insights on the changing job market for AI and ML professionals. Despite the high demand for these skills in recent years, he notes that the market seems to be softening, with even experienced candidates facing challenges finding jobs. They discuss potential factors, including an oversupply of talent, ambiguity around the impact of large language models like ChatGPT, and broader economic conditions.

    The hosts then delve into the different challenges and opportunities facing AI startups compared to established companies looking to integrate AI into their products. Mike suggests that startups are at risk of being overtaken by the rapid advancements in foundational models like GPT-4, while larger companies have some buffer due to their existing customer base and revenue streams. However, he notes that even large organizations will need to eventually move beyond lightweight AI integrations and rebuild their products around AI foundations to stay competitive.

    Throughout the discussion, Chris and Mike touch on various examples of AI applications, from AI companions like Character.AI to productivity tools like Gemini's integration with Google Workspace. They also explore the importance of data privacy and security when using AI tools, highlighting how certain industries and use cases require on-premise models rather than cloud-based platforms.

    Looking ahead, the hosts imagine a future where AI is embedded in every device and system, from home appliances to cars. While noting the current "gimmicky phase" of many AI features, they express excitement about the potential for these technologies to eventually solve deeper, more meaningful problems.

    The episode offers a nuanced exploration of the challenges and opportunities surrounding AI and ML, informed by the hosts' industry experience and observations. While covering a broad range of topics, the central theme is the need for individuals and organizations to strategically navigate the rapid advancements in these technologies.

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    24 m
  • Pragmatic Approaches to Smart Data and AI Adoption with Founder of North Labs, Collin Graves
    Apr 7 2024

    In this episode of the Data Hurdles podcast, hosts Chris Detzel and Michael Burke interview Collin Graves, CEO and founder of North Labs, an AWS data and analytics partner based in Scottsdale, Arizona.

    Collin shares his background, starting with his military service and early exposure to cloud computing through Amazon Web Services (AWS) in 2007. He then discusses the founding of North Labs and its focus on helping industrial organizations, such as those in CPG, retail, and oil and gas, set data and AI strategies to drive business value.

    The conversation delves into North Labs' approach to smart data and AI adoption, emphasizing pragmatism and building strong foundations. Collin explains how North Labs differentiates itself by being an AWS-first company while still supporting tools like Snowflake when appropriate.

    Collin also shares his leadership philosophy, drawing from his military experience. He stresses the importance of struggling together, delegating effectively, and being gentle but firm. The discussion touches on maintaining customer service and excellence as a small company by being selective about projects and adhering to standard operating procedures.

    Looking to the future, Collin envisions North Labs as a leading non-GSI (Global System Integrator) partner for AWS customers in the data and AI space. The company aims to help organizations adopt technologies like GenAI in a measured, ROI-driven manner.

    Throughout the episode, Collin provides insights into navigating the evolving cloud landscape, the challenges faced by organizations of different sizes, and the importance of clear communication and strategic partnerships in driving successful data and AI initiatives.

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    33 m

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