AI Product Leader

By: Polly Allen
  • Summary

  • Weekly conversations with AI’s top product leaders. Join Polly Allen as she discovers the paths to success in the world of AI.

    © 2025 AI Product Leader
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Episodes
  • 24: Why Networking Is the Key in AI (with Adam Schweig)
    Jan 13 2025

    For more on building AI products and careers, along with early course announcement and special pricing, subscribe to the AI Career Boost mailing list at https://aicareerboost.com/interested


    THE GUEST

    Adam Schweig’s career has spanned some of the world’s best known brands including NBC, Macy’s, Bareminerals and Estee Lauder. Adam Schweig has over a decade of experience transforming the beauty and e-commerce industries. At Estée Lauder, he led projects that modernized systems, enhanced customer journeys, and drove $36M in revenue. At bareMinerals, Adam was an accessibility champion, achieving a 90% compliance rating and improving inclusivity. Now, he's eager to explore how AI can revolutionize personalization and accessibility in the industries he knows best.


    THE SUMMARY

    Transitioning to AI 🚀: Starting small is key. Free courses, webinars, or small projects can build momentum and confidence. Tools like ChatGPT are game-changers, helping refine resumes, generate ideas, and even create pitch decks.


    The Power of Networking 🤝: Building relationships and connecting with others in the field accelerates learning and opens doors. Events, mentorships, and LinkedIn are valuable platforms for expanding knowledge and opportunities.


    AI for Accessibility and Personalization 🌍: With projects like BeautyGPT, AI can revolutionize industries by offering personalized and inclusive solutions. These technologies are reshaping how businesses address unique customer needs.


    Learning AI Without a Technical Background 💡: Breaking into AI doesn’t require coding expertise. Familiarity with tools and a curiosity to experiment can lay the groundwork for impactful projects.


    Continuous Learning is the Key 🔑: AI evolves rapidly. Staying ahead means constantly expanding your knowledge base through self-education, structured courses, and hands-on experimentation.


    THE SHOW

    Weekly conversations with the AI’s top product leaders. Join Polly Allen as she discovers the paths to success in the world of AI.


    THE LINKS

    Have a question you want us to answer? Send it through to support@aicareerboost.com


    Adam Schweig

    LinkedIn: https://www.linkedin.com/in/adam-schweig/


    My links

    LinkedIn: ⁠https://www.linkedin.com/in/pollymallen/⁠

    AI Career Boost: ⁠https://www.aicareerboost.com/⁠

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    17 mins
  • 23: The One Mistake Most AI Teams Make (with Nico Posner)
    Jan 6 2025

    For more on building AI products and careers, along with early course announcement and special pricing, subscribe to the AI Career Boost mailing list at https://aicareerboost.com/interested


    THE GUEST

    Nico Posner’s whose career has spanned some of the world’s most innovative companies, including LinkedIn, eBay, Clover, and Xero. Nico’s career is a masterclass in innovation with massive impact across industries, from startup growth to some of the world’s largest companies. Nico has been working with AI since 2018, with incredible results - for example, as a former VP of Product for Xero, Nico led initiatives integrating cutting-edge AI and predictive analytics into products used by over 100,000 small businesses worldwide, doubling the company’s revenue for multiple product lines. From AI ovens to molecular beverage printers - Nico’s been on the forefront of industry transformation his whole career, and integrating AI along the way. He’s also an alumni of our AI Product Leader Blueprint program - and he’s currently looking for his next opportunity - find him on LInkedIn.


    THE SUMMARY

    AI in the Real World 🌍: Implementing AI effectively requires bridging the gap between innovative technologies and real-world user needs. Success comes from creating tools that address tangible problems, like cashflow forecasting or vision-based cooking systems.


    The Human Touch in AI 🤝: Human-in-the-loop systems are vital for improving AI outputs over time. Products that allow users to refine predictions or provide feedback create a balance between precision and usability, enhancing overall satisfaction.


    Learning from Errors 🔄: Embracing experimentation and allowing for suboptimal results during development can lead to valuable insights. Iterative improvements and a willingness to learn from failures are critical for building robust AI systems.


    Culture of Experimentation 🚀: A successful AI-driven organization fosters a culture that tolerates smart failures and embraces unpredictability. This requires adaptability, continuous learning, and a focus on evolving processes and tools.


    Non-Technical Backgrounds in AI 🛠️: Breaking into AI doesn’t require a technical degree. Strong critical thinking, user empathy, and problem-solving skills, combined with collaborative approaches, can drive success in technical fields.


    Advice for Aspiring AI Product Leaders 🌟: Continuous learning is essential. Building expertise in AI starts with self-education, hands-on experimentation, and seeking opportunities within existing roles to explore AI-driven projects.


    THE SHOW

    Weekly conversations with the AI’s top product leaders. Join Polly Allen as she discovers the paths to success in the world of AI.


    THE LINKS

    Have a question you want us to answer? Send it through to support@aicareerboost.com


    Nico Posner

    LinkedIn: https://www.linkedin.com/in/nicoposner/


    My links

    LinkedIn: ⁠https://www.linkedin.com/in/pollymallen/⁠

    AI Career Boost: ⁠https://www.aicareerboost.com/⁠

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    31 mins
  • 2024 in AI
    Dec 16 2024

    A quick glimpse into what happened in the world of AI in December 2024!


    THE SHOW

    AI After Hours with Polly Allen and Yuying Chen-Wynn is an irreverent attempt to 'edutain' about the latest AI headlines & tools!


    THE LINKS


    Recommendations

    For more on building AI products and careers, along with early course announcement and special pricing, subscribe to the AI Career Boost mailing list at https://aicareerboost.com/interested


    Polly Allen

    LinkedIn: ⁠https://www.linkedin.com/in/pollymallen/⁠

    AI Career Boost: ⁠https://www.aicareerboost.com/⁠


    Yuying Chen-Wynn

    LinkedIn: ⁠https://www.linkedin.com/in/yuyingchenwynn/⁠

    Blog: https://yuying.substack.com/


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    44 mins

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