Data Science With Sam

EP 26: The Future of Healthcare - AI, Data and Human Touch

Can AI revolutionize cancer treatment? Dr. Sriman Swarup, a practicing oncologist and data scientist at OncoNexus, joins us to discuss where AI is making real impact in oncology today—and where it's falling short. We explore data quality challenges, building trust with patients and physicians, and the path to true precision medicine. Dr. Swarup shares his vision for AI-driven cancer care and why AI should augment doctors, not replace them.About Our Guest: Dr. Sriman SwarupDr. Sriman Swarup is a practicing oncologist and data scientist at OncoNexus, working at the intersection of clinical medicine and artificial intelligence. He focuses on responsible AI deployment in healthcare, with expertise in data quality, bias mitigation, and human-centered design.Connect with Dr. Sriman Swarup:LinkedIn: https://www.linkedin.com/in/srimanswarupMedium: https://medium.com/@srimanswarupSubstack Newsletter: https://srimanswarup.substack.comWebsite: https://www.drswarup.infoMedPage Today: https://www.medpagetoday.com/opinion/second-opinions/117936?trw=noSubscribe & Follow:If you enjoyed this conversation, please subscribe and share with anyone interested in healthcare AI and precision medicine.#AIinHealthcare #Oncology #PrecisionMedicine #HealthTech #DataScience #CancerCare #MedicalAI

EP 25: AI Revolution in Marketing: From Traditional to Transformational

In this episode of DataScienceWithSam, host Sam sits down with Egbavwa Pela, CEO of InsightsRx.ai, to explore how artificial intelligence is transforming the marketing landscape.We dive deep into Egbavwa's journey from traditional media and marketing into the AI space, discussing the revolutionary impact AI is having on campaign effectiveness, audience segmentation, and content creation. Our conversation covers practical insights on implementation challenges, best practices for AI adoption, and the evolving skill sets marketing professionals need to stay competitive.Key Topics Covered:The pivotal moments that drive marketing professionals toward AITop three ways AI is revolutionizing marketing campaignsWhich marketing functions benefit most from AI integrationBalancing automation with authentic human connectionCommon mistakes in early AI adoption and how to avoid themFuture-proofing marketing careers in the age of AIEmerging technologies and 2-3 year market predictionsPractical advice for both seasoned professionals and newcomersWhether you're a marketing professional exploring AI integration, a data scientist working with marketing teams, or someone considering a career pivot, this episode provides actionable insights from someone at the forefront of AI-powered marketing transformation.Connect with Egbavwa: https://www.linkedin.com/in/egbavwepela/Resources mentioned in this episode: https://insightsrx.ai/

EP 24: Redefining Data Science in the Generative AI Era

Join host Sam as he explores how generative AI is reshaping data science with Claire Longo, a seasoned data scientist and AI researcher. From the shift from feature engineering to prompt engineering, to the evolution of data cleaning and the importance of statistical thinking in the age of LLMs, Claire shares practical insights for navigating this rapidly changing field.Key Topics:How generative AI is transforming data scientist rolesThe shift from traditional models to LLMs and what it means for practitionersWhy prompt engineering is becoming crucial for data scientistsThe future of explainability vs. auditability in AI systemsEssential skills for aspiring data scientists in the generative AI eraClaire also discusses exciting future breakthroughs, including world models in AI development, and shares advice for building resilience and adaptability in this evolving landscape.Guest: Claire Longo - Data Scientist & AI ResearcherConnect with Claire:Personal Website: https://statisticianinstilettos.com/YouTube Channel: https://www.youtube.com/@StatisticianInStilettos#DataScience #GenerativeAI #MachineLearning #LLM #PromptEngineering #StatisticalThinking

EP 23: AI in Marketing Strategies

In this episode, we sit down with Joya Scarlata, Director of Digital Marketing at Interra Information Technologies (InterraIT), where she has been leading transformative B2B marketing initiatives for nearly 12 years. Joya brings a unique perspective to AI in marketing, combining her background in International Relations with deep expertise in data-driven marketing strategies.What We Cover: ✨ Joya's AI awakening moment and how her perspective has evolved 📈 How AI is revolutionizing audience segmentation and content personalization 🛠️ Game-changing AI tools that are transforming daily marketing operations 📊 Measuring ROI in AI-enhanced campaigns with specific KPIs ⚖️ Navigating data ethics and content authenticity challenges 🚀 Joya's vision for the ultimate AI marketing agentAbout Our Guest:🎯 Director of Digital Marketing at InterraIT with 12 years of B2B marketing leadership🎤 TEDx Speaker and recognized among the "101 Women in AI Marketing"🎧 Co-host of "The Marketer's Guide to the AI Galaxy" podcast📊 Champion of accessible, ethical, and data-driven AI adoption in marketing🌟 Passionate mentor for the next generation of marketers🔗 Strategic storytelling expert specializing in AI-powered personalization

EP 22: Governing AI with Purpose and Inclusion

In this thought-provoking episode, we explore the critical intersection of AI governance, ethics, and representation with leaders from the Asian Women Advancing AI (AWAAI). Our guests break down the fundamentals of AI governance, explaining why proper oversight is essential in our rapidly evolving tech landscape. We dive deep into the challenge of creating fair and unbiased AI systems, examining how diverse perspectives are crucial for identifying and preventing algorithmic bias. The conversation tackles the perceived tension between innovation and ethics, revealing why responsible AI development actually leads to better, more robust systems.We also explore the unique challenges facing Asian women in AI leadership and research, discussing the founding vision of AWAAI and why identity-affirming spaces are essential for building truly inclusive technology. From cultural expectations to workplace dynamics, we examine the systemic barriers that keep underrepresented voices out of AI decision-making roles and what needs to change.This episode offers valuable insights for tech professionals, policy makers, students, and anyone interested in ensuring that artificial intelligence serves everyone, not just those who look like the people building it. Whether you're new to AI ethics or deeply involved in tech development, you'll come away with a clearer understanding of why diverse voices aren't just nice to have—they're essential for building AI that works for our interconnected, multicultural world.Key Topics Covered:What AI governance means and why it matters nowStrategies for identifying and preventing algorithmic biasThe false dilemma between innovation speed and ethical developmentUnique challenges facing Asian women in tech leadershipBuilding inclusive AI development practicesThe importance of representation in shaping AI's futurePerfect for: Tech professionals, diversity advocates, policy makers, students, and anyone curious about the human side of artificial intelligence.Connect with the Asian Women Advancing AI (AWAAI) on LinkedIn: https://www.linkedin.com/groups/14554058/

EP 21: AI Transformation: Beyond the Hype

Most companies are getting AI transformation spectacularly wrong. In this eye-opening episode, we sit down with data and AI thought leader Nan Li to uncover why adoption—not technology—remains the #1 barrier to AI success.Forget the buzzwords and empty promises. This is a no-nonsense conversation about what actually works in AI transformation. Nan challenges the conventional wisdom, revealing why starting with "Can we build it?" is the wrong question and sharing the practical framework that successful organizations use instead.What You'll Learn:Why the "tech-first" approach is killing AI initiativesWhat "AI-ready data" actually looks like in messy business realityThe 4 levels of AI literacy every organization needs to understandHow to balance innovation speed with responsible AI practicesThe "WOULD WE?" framework for building winning business casesPractical build vs. buy decision-making strategiesWhether you're a C-suite executive, middle manager, or frontline worker, this episode delivers actionable insights for navigating AI transformation successfully. No hype, just proven strategies from someone who's been in the trenches.Perfect for: Business leaders, data professionals, AI practitioners, and anyone responsible for driving digital transformation in their organization.

EP 20: Understanding AI Agents: From Basics to Future Potential

In this episode, the guest breaks down the fundamentals of AI agents in an accessible way for non-technical audiences. From understanding what makes AI agents different from traditional AI systems to exploring their potential future applications, this episode offers a comprehensive introduction to this cutting-edge technology.

EP 19: Navigating the Future of Workplace Health and Benefits with AI

AI has evolved from being just a buzzword to becoming an integral part of our workplace wellness programs. But with great power comes great responsibility, and that's exactly what was unpacked in this episode. This episode features an esteemed guest from the healthcare sector who shared her perspectives on how AI has become influential in determining optimized health benefits in the workplace and how employers can strike a balance between AI innovation, employee data privacy, and other sensitive factors.

EP 18: Insurance Transformed: An Actuary’s take on AI

Is the rising popularity of AI impacting the insurance business or its fundamental practices?Listen to this special episode covering an actuary's unique perspective on how AI may or may not impact core insurance businesses and actuarial practices. The discussion touches upon how the insurance industry can balance the benefits of AI-driven precision with the need for fairness and regulatory compliance, improving data wrangling and processing steps prior to actuarial model building exercises, and how AI can influence overall risk assessment practices in a positive way.

EP 17: AI’s Impact on Creativity: A Consumer’s Perspective

This inspiring episode featuring an AI evangelist who's embracing the AI revolution in remarkable ways. From crafting custom Toastmasters songs to enhancing alumni club communications, our guest shares their journey of discovering generative AI tools in enhancing his creative content creation work. By listening to this episode, you will learn how Practical applications of ChatGPT, Suno AI, and DALL-E in community organizations is transforming creative workflows, especially in public speaking and community engagement. Perfect for retirees, creative enthusiasts, and anyone curious about practical AI applications in everyday life.