DataFramed

Madelaine Daianu, Head of Data & AI at Credit Karma, dives into the fascinating world of generative AI applications in personal finance. With a background at Facebook and Intuit, she discusses how smaller datasets can drive efficiency and cost savings. The conversation highlights the importance of quality data infrastructure for scaling AI processes, ensuring explainability in fintech, and managing data lineage. Additionally, Madelaine shares insights on fostering collaboration among AI development teams to enhance innovation while maintaining regulatory compliance.

Join Jean-Francois Puget, a three-time Kaggle Grandmaster and Distinguished Engineer at NVIDIA, along with Chris Deotte, a four-time Kaggle Grandmaster and Senior Data Scientist, as they dive into the transformative role of AI agents in data science. They discuss how GPU acceleration is revolutionizing workflows and the importance of effective model evaluation and communication skills. The conversation also covers the evolving landscape of competitive data science techniques, the future of AI-assisted coding, and the necessity for strong human oversight in this rapidly changing field.

Join Lee Feinberg, President at DecisionViz and expert in data visualization, as he dives into the world of dashboards. He challenges traditional dashboarding approaches, emphasizing the need for actionable insights tailored to user needs. Lee discusses the importance of standardization in analytics workflows while fostering creativity. He also highlights the role of communication during change management and explores how interactive visualization can help organizations better understand at-risk clients. Lastly, he shares insights on the integration of AI in dashboarding.

Discover the exciting rise of reasoning LLMs like DeepSeek R1, challenging big players in the AI space. Explore OpenAI's Operator for enhanced browser control and the implications of massive investments like Project Stargate. Uncover Google's struggles in promoting its AI advancements while navigating fierce competition that sparks both innovation and caution. Learn about the benefits of AI for accessibility and the evolution of language models, all pivotal themes shaping the future of AI technology.

Duke Perrucci, CEO of Gurobi Optimization, brings over 25 years of experience in analytics, while Ed Klotz, a Senior Mathematical Optimization Specialist, boasts 30 years in the field. They dive into how optimization drives decision intelligence in industries like logistics and finance. The duo emphasizes the importance of clean data and collaboration when implementing optimization techniques. They also discuss the fusion of optimization with machine learning, the transformative impact of generative AI, and the need for effective change management in rapidly evolving environments.

Cindy Anderson, CMO at IBM Institute for Business Value, and Anthony Marshall, Senior Research Director, dive into the art of thought leadership. They reveal how it can yield a jaw-dropping 156% ROI when integrated into marketing strategies. The duo emphasizes the role of generative AI in crafting compelling, data-driven narratives that resonate with C-suite executives. They discuss challenges in data-driven storytelling and the importance of quality and authenticity, while highlighting the mission of the Global Thought Leadership Institute to elevate standards in the field.

Gil Feig, Co-founder and CTO of Merge, dives into the world of product integrations, discussing the current complexities that arise as software ecosystems evolve. He shares insights on efficiently managing diverse API integrations and how they can streamline business operations and workflows. The conversation touches on the importance of data integrity, the challenges faced by engineers in integration processes, and the role of observability tools in reducing reliance on technical teams. Additionally, Gil offers valuable career advice for aspiring engineers, emphasizing continuous learning and adaptability.

Venky Veeraraghavan, Chief Product Officer at DataRobot, boasts 25 years of AI and big data expertise from powerhouses like Microsoft. He discusses the multifaceted challenge of AI readiness, emphasizing that successful integration goes beyond technology to include cultural shifts. Topics include aligning AI projects with business goals, the importance of teamwork for impactful AI development, and striking a balance between building and buying AI solutions. Venky also highlights the need for effective change management to foster trust in AI initiatives.

Surojit Chatterjee, CEO of Ema and a former leader at Coinbase and Google, delves into the revolutionary impact of AI agents in the workplace. He discusses how these agents streamline repetitive tasks, enabling humans to engage in more creative work. The conversation also touches on data privacy concerns, the importance of human oversight in AI integration, and how to harness multiple AI agents for complex problem-solving. Surojit emphasizes preparing organizations for a productive future with AI while ensuring secure data management practices.

David Edelman, a Digital and Marketing Transformation Executive Advisor and co-author of "Personalized: Customer Strategy in the Age of AI," shares insights into the future of customer experiences. He discusses the shift towards personalization in marketing and how AI enhances this process. Edelman highlights the importance of understanding customer data while respecting privacy, using examples from various industries. He also emphasizes the significance of a structured approach to personalization and the role of trust in healthcare communication.