My Data Guest Podcast

Rosaria Silipo & Alessandro Romano

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TECHNOLOGY
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This is your go-to podcast for exploring the world of artificial intelligence without the hype. Whether it's breakthroughs in Agentic AI, prompt engineering, AI tools, large language models, transformers, ethical dilemmas, startup stories, or just making sense of what AI might mean for your job, we are here to break it down, episode by episode. mydataguest.substack.com

12/10/2025

Ep. 8 - Beyond AI: Automation, community and real impact

In this episode, Alexandra Spalato shares how she moved from software engineering into entrepreneurship, focusing on automation, AI, and community-driven tools like n8n. She talks about managing AI expectations with clients, building products around real needs, and why community involvement is crucial when working with open-source technologies.We also discuss her journey on YouTube, the challenge of creating content that balances depth with accessibility, and why click-driven algorithms make it harder to stay authentic. Alexandra closes by reflecting on her future plans, including small SaaS products and more meaningful, human-centered digital experiences.

45 min
12/09/2025

Ep. 7 - Agentic AI

In this episode, Rosaria Silipo and Alessandro Romano break down what makes AI agents different from simple prompts and why agentic AI is becoming essential for real automation. We discuss multi-agent systems, orchestration, decision-making, and where agents make a real impact—from dynamic tasks to practical applications such as monitoring, research, and execution.You’ll learn when it makes sense to use agents, the risks involved (compliance, transparency, control), and what future standards may look like. Follow us for more content: https://mydataguest.substack.com/

41 min
11/19/2025

Ep. 6 - Do not train it... Fine-Tune it!

What’s the difference between training an LLM from scratch and fine-tuning one that already exists?In this episode, we unpack the full story: the data, the GPUs, the cost, the workflows, and the practical reasons why most companies choose fine-tuning over full training. We also explain how fine-tuned models can adapt to new styles, languages, and business needs. A simple and direct conversation about how modern AI models are actually built and shaped.

30 min
11/12/2025

Ep. 5 - AI For Executives

Data-driven transformation isn’t just about analytics dashboards. It’s about mindset, culture, clarity, and the ability to evolve with technology. In this episode, Andredi Mauro and Michele Pacifico dive into the insights behind their book The Financial Times Guide to Data-Driven Transformation. We explore how executives can rethink business models with data, the role of AI and generative AI in shaping the future, and why clarity of goals matters more than ever. We also discuss the common pitfalls companies face, why FOMO leads to bad decisions, and how data professionals can act as genuine change agents in their organizations. If you're working in data, leading digital transformation, or preparing for the AI-driven future, you’ll find tons of practical wisdom here. What you’ll learn• What true data-driven transformation looks like• Why clarity beats hype in data initiatives• The changing role of data professionals• How generative AI is reshaping analytics and strategy• How to build governance and culture that scale• Why the journey is iterative, not a one-time project Key quotes"The book can be your compass.""Value clarity is your north star.""Stay consistent in your journey."

51 min
11/05/2025

Ep. 4 - AI Readiness Assessment for Enterprises

AI isn’t just a technology play. It is a readiness game.In this episode, Vijay Krishnam breaks down what it really takes for enterprises to succeed with AI… and why so many still struggle to turn AI investments into business value. From regulated industries like banking and healthcare to fast-moving tech environments, we explore the five pillars of AI readiness: infrastructure, data quality, talent, governance, and culture.We talk about real-world AI challenges, ethical pressures, data governance realities, KPIs that matter, and why cultural alignment is often the deciding factor between flashy POCs and actual impact.If your company is exploring AI, scaling it, or you want to understand the truth behind enterprise AI success, this episode is a must watch.What you’ll learn• What AI readiness really means• Why culture and governance matter more than models• How regulated industries approach AI adoption• Where companies go wrong with AI investments• A practical mindset for long-term AI successKey quotes"Cultural alignment is very important.""Garbage in, garbage out is still true for AI.""Start with a business problem, not technology."Connect🎧 Subscribe to the podcast📰 Join the newsletter on Substack💬 Tell us your thoughts in the comments

40 min
10/22/2025

Ep. 3 - 10 Use Cases where AI Shines

In this episode of My Data Guest, Jerome Treboux joins us to explore how Artificial Intelligence is reshaping multiple sectors — from healthcare and finance to manufacturing, retail, and beyond. 💡 What you’ll learn: How AI enhances medical diagnostics by assisting doctors in image analysis How fraud detection systems in finance protect consumers How AI optimizes traffic and enables self-driving technologies The role of predictive maintenance in reducing downtime and costs How recommendation systems personalize shopping and entertainment How AI personalizes education through adaptive learning paths How AI strengthens security with surveillance and facial recognition Real-world daily life applications that streamline productivity How precision farming promotes sustainability in agriculture

44 min
10/15/2025

Ep. 2 - The hype and the beauty

In this episode of My Data Guest, Miguel Otero Pedrido — physicist turned machine learning engineer and founder of The Neural Maze — shares his journey from physics to data science and software engineering. We discuss the transition from traditional ML to deep learning, the hype around generative AI, and the importance of building practical AI solutions that solve real business problems. Miguel also reflects on public speaking, career transitions, and the future of agentic AI in shaping technology trends. Stay up to date and never miss a moment: 🌐 Website: ⁠mydataguest.com⁠ 🎧 Podcast: Listen/subscribe via ⁠Apple Podcasts⁠, ⁠Spotify⁠, and all major platforms 📬 Mailing List: Join our newsletter at ⁠mydataguest.substack.com⁠ for updates, guest news & behind-the-scenes insights

39 min
10/01/2025

Ep. 1 - AMA with top AI Experts

In this special Ask Me Anything edition of My Data Guest, host Rosaria Silipo welcomes an outstanding panel of AI leaders: Alessandro Romano – Senior Data Scientist and public speaker Luis Serrano – AI educator and author, creator of Luis Serrano Academy Joshua Starmer – Machine learning practitioner and community builder (StatQuest) Miguel Otero Pedrido – Machine Learning Engineer and founder of The Neural Maze Together, they answer audience questions and share insights on the future of artificial intelligence — from real-world applications to the challenges and opportunities driving the next wave of AI innovation. Expect a lively exchange of ideas, practical advice, and thought-provoking perspectives from some of the brightest minds shaping the field. Stay up to date and never miss a moment: 🌐 Website: mydataguest.com 🎧 Podcast: Listen/subscribe via Apple Podcasts, Spotify, and all major platforms 📬 Mailing List: Join our newsletter at mydataguest.substack.com for updates, guest news & behind-the-scenes insights

54 min
09/03/2025

Ep. 0 - The new "My Data Guest"

The new My Data Guest is more than just a podcast – it’s a learning experience. We’re building a space to explore AI and Data Science across multiple platforms, including Substack, LinkedIn, and YouTube. This is the new face of the podcast: together, Rosaria and Alessandro will guide you through the latest trends in AI and Data Science – cutting through the hype and buzzwords, and focusing on what really matters. Follow us: https://mydataguest.substack.com/ https://www.linkedin.com/company/my-data-guest/ https://www.youtube.com/@MyDataGuest/ Get full access to My Data Guest at mydataguest.substack.com/subscribe

19 min

9 Episodes

This is your go-to podcast for exploring the world of artificial intelligence without the hype. Whether it's breakthroughs in Agentic AI, prompt engineering, AI tools, large language models, transformers, ethical dilemmas, startup stories, or just making sense of what AI might mean for your job, we are here to break it down, episode by episode. mydataguest.substack.com

Creator

Rosaria Silipo & Alessandro Romano
Years Active

2K
Episodes

9
Rating

Clean
Copyright

© Rosaria Silipo & Alessandro Romano
Show Website

My Data Guest Podcast