Data & AI Mastery
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Podcast Overview
<p>In the age of rapid technological change, how can you harness the power of data and AI to transform your business?</p> <p>Welcome to Data & AI Mastery, the podcast where cutting-edge insights meet practical strategies for success.</p> <p>Hosted by Dr Raoul-Gabriel Urma, founder of Cambridge Spark, this show dives deep into how leading organisations across the globe are using data & AI to revolutionise operations, streamline efficiency, and drive innovation.</p> <p>Each episode features conversations with senior leaders, revealing their career stories and real-world case studies and actionable takeaways that you can apply, whether you're climbing the career ladder or already in the C-suite.</p> <p>From AI-driven solutions to practical tips for navigating your data transformation journey, Data & AI Mastery will equip you with the tools to thrive in the AI era.</p> <p>Stay ahead, stay inspired, and unlock your potential with Data & AI Mastery: your ultimate guide to mastering data and AI for business.</p> <p>This feed is also home to Inside the Algorithm, our sister show hosted by Chief AI Officer Dr Jeremy Bradley, featuring in-depth conversations with the researchers and technical experts working at the frontier of artificial intelligence. New episodes from both shows drop fortnightly, on alternate weeks.</p> <p>Follow now so you never miss an episode from either show. 🎙️</p>
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Publishing Since
11/14/2024
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Recent Episodes
June 24, 2026
The AI Skills Gap: What It Really Takes to Bring a Workforce on the Journey
<p>👉 Discover how Cambridge Spark helps organisations build the data and AI capabilities needed to turn strategy into measurable impact: <a href="https://cambridgespark.com/" target="_blank">cambridgespark.com</a></p> <p>The technology is the easy part. Getting people ready for it, that's the hard part.</p> <p>In this special compilation episode, Dr Raoul-Gabriel Urma steps back from the individual conversations and zooms out to one of the most persistent themes across the show in 2026: AI skills and literacy. Because no matter the industry, the company size, or the stage of the AI journey, the same challenge keeps surfacing. How do you get an entire workforce genuinely ready?</p> <p>You'll hear from Jessica Rusu, Chief Data, Information and Intelligence Officer at the FCA, on building T-shaped skills for an uncertain future. From Nick Edwards and Harj Johal at the AA on the combination of tooling, training, and space to practise that has driven rapid, organisation-wide progress. From Sarah Self at Aviva on why democratising AI is as much a cultural imperative as a commercial one. And from senior data and AI leaders at Santander UK, Oxford Saïd Business School, and TransUnion on curiosity, fear, and what genuinely high-performing teams look like in an era of AI.</p> <p>A compelling, cross-industry episode for anyone thinking about the people side of AI transformation. These, however, are just the highlights. Find links to every full episode below:</p> <p>Jessica Rusu: <a href="https://podcasts.apple.com/gb/podcast/governing-ai-in-financial-services-inside-the-fca/id1779783413?i=1000769774699" target="_blank">Apple</a> - <a href="https://open.spotify.com/episode/3KMpkZwqzVUAgPVkUmD3Fl?si=605d50925d964492" target="_blank">Spotify</a> - <a href="https://www.youtube.com/watch?v=GMPNKcLbboo" target="_blank">YouTube</a></p> <p>Nick Edwards & Harj Johal: <a href="https://podcasts.apple.com/gb/podcast/how-the-aa-balances-ai-innovation-and-human-care-at/id1779783413?i=1000767529056" target="_blank">Apple</a> - <a href="https://open.spotify.com/episode/6ShtBZlqEDeBhsxlNtW2Ed?si=d7bde40f87d342e5" target="_blank">Spotify</a> - <a href="https://www.youtube.com/watch?v=5eWGGeGQCBs" target="_blank">YouTube</a></p> <p>Sarah Self: <a href="https://podcasts.apple.com/gb/podcast/from-cybersecurity-to-ai-director-sarah-self-on-leading/id1779783413?i=1000764247007" target="_blank">Apple</a> - <a href="https://open.spotify.com/episode/0BpSq5X1ZP8ctIYTxWVAJT?si=27edbdfe7f0248c4" target="_blank">Spotify</a> - <a href="https://www.youtube.com/watch?v=2jgM095SYG0" target="_blank">YouTube</a></p> <p>Mark Bramwell: <a href="https://podcasts.apple.com/gb/podcast/the-future-of-education-mark-bramwell-cdio-at/id1779783413?i=1000761471081" target="_blank">Apple</a> - <a href="https://open.spotify.com/episode/2wDDvQFg2E6qxI1rAmikk6?si=f97c58def4f04299" target="_blank">Spotify</a> - <a href="https://www.youtube.com/watch?v=kI0xjmmDx5M" target="_blank">YouTube</a></p> <p>Luke Pearce: <a href="https://podcasts.apple.com/gb/podcast/redefining-data-roi-in-banking-luke-pearce-chief-data/id1779783413?i=1000758592606" target="_blank">Apple</a> - <a href="https://open.spotify.com/episode/1x8gLvr038BnKQSteqVRBW?si=slocS8JkTo669BoWsWh4DQ" target="_blank">Spotify</a> - <a href="https://www.youtube.com/watch?v=BsvK1IuyrWo" target="_blank">YouTube</a></p> <p>Kevin Cassar: <a href="https://podcasts.apple.com/gb/podcast/from-data-scientist-to-the-c-suite-foundations-roi/id1779783413?i=1000747977414" target="_blank">Apple</a> - <a href="https://open.spotify.com/episode/5w40SMs4SsaKm5A0tzvyWD?si=b13e296042d24e08" target="_blank">Spotify</a> - <a href="https://www.youtube.com/watch?v=IPXJmbI2oBE" target="_blank">YouTube</a></p> <p>Conny Ploth: <a href="https://podcasts.apple.com/gb/podcast/measuring-what-matters-how-to-drive-real-ai-transformation/id1779783413?i=1000746020266" target="_blank">Apple</a> - <a href="https://open.spotify.com/episode/4J50hEsTljW3tc0Sj6A132?si=Vzc3qWJSQSaDKeSYORJ0mg" target="_blank">Spotify</a> - <a href="https://www.youtube.com/watch?v=CXz0atu_m3o" target="_blank">YouTube</a></p> <p>Sudhish Mohan: <a href="https://podcasts.apple.com/gb/podcast/curiosity-trust-and-building-ai-at-scale-sudhish/id1779783413?i=1000744080203" target="_blank">Apple</a> - <a href="https://open.spotify.com/episode/5xyiXQiDCCTTxrQE7sA2gK?si=134ff9bb03c04b4c" target="_blank">Spotify</a> - <a href="https://www.youtube.com/watch?v=ffwmrdeXs6Y" target="_blank">YouTube</a></p> <p>Follow Data and AI Mastery to stay ahead of the conversations shaping the future of data and AI.</p> <p><b>Chapter Markers</b></p> <p>(00:00) Introduction and welcome</p> <p>(01:31) Harj Johal, The AA: curiosity as the defining skill for AI adoption</p> <p>(03:14) Nick Edwards, The AA: tooling, upskilling and watching the water level rise</p> <p>(05:05) Sarah Self, Aviva: democratising AI and the case for broad access</p> <p>(08:01) Mark Bramwell, Oxford Saïd Business School: leading through uncertainty and creating a culture of FOMO</p> <p>(10:03) Luke Pearce, Santander UK: removing fear and augmenting expertise</p> <p>(11:14) Jessica Rusu, FCA: T-shaped skills and building flexibility for the future</p> <p>(13:31) Kevin Cassar, TalkTalk: the value of continued learning and the apprenticeship experience</p> <p>(16:13) Conny Ploth: reimagining upskilling for the 21st century</p> <p>(19:14) Sudhish Mohan, TransUnion: curiosity over credentials</p> <p>(21:47) Closing reflections</p> <p><b>Useful Links</b></p> <p>Follow Dr Raoul-Gabriel Urma on LinkedIn:<a href="https://uk.linkedin.com/in/raoulurma" target="_blank"> https://uk.linkedin.com/in/raoulurma</a></p> <p>Visit the Cambridge Spark Website:<a href="https://cambridgespark.com/" target="_blank"> https://cambridgespark.com/</a></p>
June 10, 2026
From FOMO to Strategy: How Haleon's CDAO Richard Moule Is Educating Leaders on AI
<p>👉 Discover how Cambridge Spark helps organisations build the data and AI capabilities needed to turn strategy into measurable impact: <a href="https://cambridgespark.com/" target="_blank">cambridgespark.com</a></p> <p>In this episode, Richard Moule, Chief Data and AI Officer at Haleon, joins Dr Raoul-Gabriel Urma to discuss one of the most pressing challenges facing large organisations today: how do you build genuine AI literacy across an entire workforce, starting at the very top?</p> <p>Richard shares how Haleon partnered with Cambridge Spark to deliver an in-depth AI education programme to its executive team, why the CEO set a clear ambition to lead the best-educated leadership team in the FTSE 100 on AI, and how that investment is reshaping the quality of business conversations across the organisation.</p> <p>The conversation covers the difference between agentic AI and generative AI, why Richard pushes back on teams that ask for specific technologies before defining their business need, and how Haleon is balancing foundational data infrastructure with the pressure to show early value.</p> <p>Richard also shares his approach to AI governance, the limits of automation when human negotiation sits at the heart of a process, and what he looks for in talent in an era of AI augmentation.</p> <p>A sharp, practical episode for senior data and AI leaders navigating enterprise-scale transformation.</p> <p>Follow Data and AI Mastery to stay ahead of the conversations shaping the future of data and AI.</p> <p>If this episode sparked your interest in how AI is being applied inside Haleon, then check out the conversation Dr Jeremy Bradley had with Dr Gueorgui Mihaylov, Principal Data Scientist at Haleon, on Inside the Algorithm:</p> <p>Apple: https://podcasts.apple.com/gb/podcast/daim-inside-the-algorithm-ai-in-industrial/id1779783413?i=1000768691684</p> <p>Spotify: https://open.spotify.com/episode/3zJJxysXLBJcMi336RNmDZ?si=cca6acb90b7b4e0b</p> <p>YouTube: https://www.youtube.com/watch?v=Hz1OtBYMf0U</p> <p><b>Chapter Markers</b></p> <p>(00:00) - Introduction and welcome</p> <p>(04:30) - Agentic AI, generative AI and why they are part of the same continuum</p> <p>(08:27) - Building an enterprise-wide AI education programme with Cambridge Spark</p> <p>(11:17) - AI strategy, tech infrastructure and the foundational work most businesses underestimate</p> <p>(16:12) - Balancing governance with speed: raising the floor and raising the ceiling</p> <p>(20:32) - Process mapping, automation ROI and where agentic AI delivers real value</p> <p>(22:09) - Where AI is not yet ready: processes built on human negotiation</p> <p>(24:50) - Quickfire round: hiring for augmentation, staying current, career advice and personal interests</p> <p>(29:17) - Closing reflections </p> <p><b>Useful Links</b></p> <p>Follow Dr Raoul-Gabriel Urma on LinkedIn:<a href="https://uk.linkedin.com/in/raoulurma" target="_blank"> https://uk.linkedin.com/in/raoulurma</a></p> <p>Connect with Richard Moule on LinkedIn: <a href="https://www.linkedin.com/in/richard-moule/" target="_blank">https://www.linkedin.com/in/richard-moule/</a></p> <p>Visit the Cambridge Spark Website:<a href="https://cambridgespark.com/" target="_blank"> https://cambridgespark.com/</a></p>
June 3, 2026
DAIM: Inside The Algorithm | Network Forecasting & Data Science Leadership with Dr Judit Guimera Busquets
<p>👉 Discover how Cambridge Spark helps organisations build the data and AI capabilities needed to turn strategy into measurable impact: <a href="https://cambridgespark.com/" target="_blank">cambridgespark.com</a></p> <p>This week, Dr Judit Guimera Busquets, Head of Data Science at Datasparq, joins Dr Jeremy Bradley to trace the journey from her PhD on air traffic network forecasting through to leading data science teams delivering real-world AI projects.</p> <p>Judit explains why forecasting inside a complex network is fundamentally different from standard demand prediction: when a single airport pair is removed, the cascade effect ripples across an entire system. She walks through the multi-stage modelling framework she developed, covering city pair demand generation, network evolution, itinerary assignment, and long-term scenario planning.</p> <p>The conversation then turns to what actually happens when structural shocks like a pandemic break a model's core assumptions and why human-in-the-loop design is not optional. Judit also sets out what she looks for in data scientists: pragmatism over perfection, simplicity over complexity, and a production-first mindset from day one.</p> <p>She closes with her view on where applied AI is heading, including the rise of small, fine-tuned specialist models and why AI governance remains the most overlooked challenge in the field.</p> <p>Follow Data & AI Mastery on Apple Podcasts, Spotify, or YouTube to stay ahead of the algorithm. </p> <p>If you enjoyed this episode, why not check out the Data & AI Mastery episode with Richard Masters, VP of Data and AI at Virgin Atlantic. You will learn more about how the airline leverages AI and data-driven strategies to enhance operations, optimise pricing, and deliver premium customer experiences:</p> <p>Apple: https://podcasts.apple.com/gb/podcast/mastering-data-ai-insights-from-virgin-atlantics-vp/id1779783413?i=1000697801419</p> <p>Spotify: https://open.spotify.com/episode/1MY3AZCvDr5eS1HlfBudHy?si=ca5ec9b2fe6d44b1</p> <p>YouTube: https://www.youtube.com/watch?v=DQ3mTwTzJvA</p> <p><b>Glossary Terms</b></p> <p><b>Hub-and-spoke Model: </b>a centralised organisational architecture where a central core connects to multiple peripheral nodes. Traffic, communication, or inventory flows through the hub rather than directly between spokes.</p> <p><b>Network Theory:</b> a multidisciplinary framework used to analyse complex systems by representing them as mathematical graphs</p> <p><b>Econometrics:</b> the application of statistical and mathematical models to economic data</p> <p><b>Human-in-the-Loop:</b> a collaborative AI approach where humans actively participate in an automated system's training, refinement, or operation.</p> <p><b>Linear Regression Model: </b>a fundamental statistical and machine learning algorithm that models the relationship between a dependent variable and one or more independent variables by fitting a straight line to the data.</p> <p><b>Chapter Markers</b></p> <p>(00:00) - What makes network forecasting different from standard demand prediction</p> <p>(05:54) - How historical data fails when the network itself evolves</p> <p>(10:05) - Modelling link addition and removal as classification problems</p> <p>(13:26) - Designing for medium and long-term policy evaluation, not daily operations</p> <p>(17:57) - What happens to a model when a structural shock like a pandemic hits</p> <p>(22:22) - Human-in-the-loop: adjusting elasticities and running what-if scenarios</p> <p>(27:20) - What great data scientists actually look like in a consulting environment</p> <p>(30:03) - Getting stakeholders to use AI: champions, end users and change readiness</p> <p>(32:00) - Where applied AI is heading: small specialist models and the governance gap</p> <p><b>Useful Links</b></p> <p>Connect with Dr Judit Guimera Busquets on LinkedIn: <a href="https://uk.linkedin.com/in/judit-guimera-busquets-696ab74a" target="_blank">https://uk.linkedin.com/in/judit-guimera-busquets-696ab74a</a></p> <p>Learn more about Judit’s PHD here: <a href="https://openaccess.city.ac.uk/id/eprint/24689/1/Busquets%2C%20Guimera.pdf" target="_blank">https://openaccess.city.ac.uk/id/eprint/24689/1/Busquets%2C%20Guimera.pdf</a></p> <p>For more AI insights follow Jeremy on LinkedIn: <a href="https://uk.linkedin.com/in/jeremy-bradley" target="_blank">https://uk.linkedin.com/in/jeremy-bradley</a></p> <p>Explore Cambridge Spark’s AI upskilling programmes at <a href="https://www.cambridgespark.com" target="_blank">https://www.cambridgespark.com</a></p>
49 total episodes available
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- What is Data & AI Mastery?
<p>In the age of rapid technological change, how can you harness the power of data and AI to transform your business?</p> <p>Welcome to Data & AI Mastery, the podcast where cutting-edge insights meet practical strategies for success.</p> <p>Hosted by Dr Raoul-Gabriel Urma, founder of Cambridge Spark, this show dives deep into how leading organisations across the globe are using data & AI to revolutionise operations, streamline efficiency, and drive innovation.</p> <p>Each episode features conversations with senior leaders, revealing their career stories and real-world case studies and actionable takeaways that you can apply, whether you're climbing the career ladder or already in the C-suite.</p> <p>From AI-driven solutions to practical tips for navigating your data transformation journey, Data & AI Mastery will equip you with the tools to thrive in the AI era.</p> <p>Stay ahead, stay inspired, and unlock your potential with Data & AI Mastery: your ultimate guide to mastering data and AI for business.</p> <p>This feed is also home to Inside the Algorithm, our sister show hosted by Chief AI Officer Dr Jeremy Bradley, featuring in-depth conversations with the researchers and technical experts working at the frontier of artificial intelligence. New episodes from both shows drop fortnightly, on alternate weeks.</p> <p>Follow now so you never miss an episode from either show. 🎙️</p> - How often does this podcast release new episodes?
This podcast updates daily.
- Where can I listen to this podcast?
This podcast is available on 4 platforms including Apple Podcasts, Spotify, and more. You can also use the RSS feed directly.
- Does this podcast accept guests?
No, this podcast does not typically feature guests.
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