Data Driven

Andy Leonard and Frank La Vigne delve into the exciting world of AI and growth marketing with the renowned Lillian Pierson. Lillian, a globally recognized AI growth strategist and author. She shares her unique journey from engineering to data science and her role as a fractional CMO. She provides deep insights into leveraging AI to revolutionize marketing and growth strategies, discusses breaking down the barriers in early data science, and explores the rise of agentic AI. This conversation is filled with valuable knowledge, humor, and a reality check on the evolving tech landscape. Tune in to explore how AI and data-driven approaches are transforming industries and why Data Driven is a top pick for AI enthusiasts.Moments00:00 "Interview with AI Expert Lillian Pearson"04:18 Earning a Professional Engineering License09:21 Evolution of Data Science Disciplines11:08 Career Pivot to Success14:01 Data Strategy and AI Insights19:19 Marketing's Role in Product Growth21:58 Customer Advocacy in Product Development26:1

Today, we've got an exciting episode lined up for you. Hosts Frank La Vigne and Bailey dive deep into the tech universe with Dean Guida, the CEO and founder of Infragistics. Dean brings his 35-year journey and expansive experience in technology to the table, reminiscing about the early days of software development and his transition into the data-driven world.In this conversation, you'll hear about the evolution of Infragistics from building UI components for Windows to creating sophisticated data analytics and AI tools. Dean also shares insights from his new book, "When Grit is Not Enough," focusing on how entrepreneurs can foster agile, data-driven learning organizations. Whether you're a seasoned developer, a budding entrepreneur, or someone fascinated by the intersection of AI and data, this episode promises a wealth of knowledge and inspiration.Join us as we explore technology old and new, from the bygone era of Windows 3.0 to the cutting-edge capabilities of AI today. Plus, hear Dean's personal journey

Today, we delve into the intriguing world of vector databases, retrieval augmented generation, and a surprising twist—origami.Our special guest, Arjun Patel, a developer advocate at Pinecone, will be walking us through his mission to make vector databases and semantic search more accessible. Alongside his impressive technical expertise, Arjun is also a self-taught origami artist with a background in statistics from the University of Chicago. Together with co-host Frank La Vigne, we explore Arjun’s unique journey from making speech coaching accessible with AI at Speeko to detecting AI-generated content at Appen.In this episode, get ready to unravel the mysteries of natural language processing, understand the impact of the attention mechanism in transformers, and discover how AI can even assist in the art of paper folding. From discussing the nuances of RAG systems to sharing personal insights on learning and technology, we promise a session that’s both enlightening and entertaining. So sit back, relax, and get

 In today's episode, we're thrilled to have Niv Braun, co-founder and CEO of Noma Security, join us as we tackle some pressing issues in AI security.With the rapid adoption of generative AI technologies, the landscape of data security is evolving at breakneck speed. We'll explore the increasing need to secure systems that handle sensitive AI data and pipelines, the rise of AI security careers, and the looming threats of adversarial attacks, model "hallucinations," and more. Niv will share his insights on how companies like Noma Security are working tirelessly to mitigate these risks without hindering innovation.We'll also dive into real-world incidents, such as compromised open-source models and the infamous PyTorch breach, to illustrate the critical need for improved security measures. From the importance of continuous monitoring to the development of safer formats and the adoption of a zero trust approach, this episode is packed with valuable advice for organizations navigating the complex world of AI

In this livestream, Frank and Andy discuss the timeless nature of backend enterprise tech, that, much like a Christmas special from decades ago, is still very much celebrated.Moments00:00 Exploring SSIS future in a festive episode.08:28 Data engineering evolved from business intelligence systems.10:57 Social networks project before Facebook's popularity.19:19 SSIS training informed data engineering concepts teaching.24:56 Bill Gates moved project to immature Microsoft tooling.29:10 Data engineering possible in 2024 using T-SQL.35:23 Huge cloud companies surpass previous brick-and-mortar giants.40:10 Old technologies endure; misconceptions about their age.46:03 Evaluate change benefits: technical ease, business growth.52:30 Cloud departure interests rise, SSIS assistance sought.55:47 Big government agency utilizing diverse cloud platforms.01:00:59 Security is crucial; clients' preferences vary.01:08:56 Certification issues hinder software updates and compliance.01:10:02 People stick with older systems for reas

Welcome to another episode of "Data Driven," where we dive into the ever-evolving world of data science, AI, and data engineering. Today's special guest is Inna Tokarev Sela, CEO and founder of Illumix. Join hosts Frank La Vigne, BAILeY, and Andy Leonard as they unpack Inna's groundbreaking insights into generative AI, the future of data management, and the intricacies of AI cost effectiveness.Inna reveals the origin of her company's name, "Illumix," and discusses the pressing risks of 2025, particularly the total cost of ownership for managing generative AI. She highlights the inefficiencies of data customization and proposes a shift towards moving AI closer to the data to reduce costs. Through the unique lens of Illumix’s approach, Inna explains how they aim to illuminate organizational data by using a virtual semantic knowledge graph based on industry ontologies and business logic.Timestamps00:00 Ina Tokarav Sala: CEO of Illumix, AI readiness pioneer.05:57 ROI and data are crucial for decisions.08:56 Inter

Joining hosts Frank La Vigne and Andy Leonard, Geoff shares insights on the intersection of AI and creativity, the evolving landscape of careers in the age of artificial intelligence, and the crucial balance between innovation and traditional storytelling. We'll delve into AI's role in enhancing emotional connections with audiences, its potential to disrupt traditional media and consultancy services, and the caution needed to maintain authenticity and human touch amidst technological advances.From amusing anecdotes about AI challenges in creative tasks to profound reflections on storytelling, this episode is a treasure trove for anyone intrigued by how emerging technologies are reshaping the arts and beyond. Stay tuned for inspiring discussions, engaging stories, and actionable insights—right here on "Data Driven". Let's get started!Show NotesLinksGeoff's LinkedIn https://www.linkedin.com/in/geoffthatcher/Moments00:00 Jeff Thatcher revolutionizes experiences with AI innovations.08:56 Storytelling is more impo

Frank La Vigne sits down with Alex Gold, Head of Solutions Engineering at POSIT and author of "DevOps for Data Science." Together, they explore the fascinating intersections of DevOps, MLOps, and generative AI, shedding light on the importance of social norms, innovation, and practical impact in open-source development.Show NotesLinksDevOps for Data Science (Online Version) https://do4ds.com DevOps for Data Science (Amazon) Moments02:14 Marylander love their state flag06:09 PBC prioritizes diverse responsibilities beyond shareholder value.08:17 Chose Python for its versatility across fields.12:15 Choose the right language for each pipeline stage.16:14 Deploying software for enterprise use requires oversight.19:26 Most data scientists rarely focus on machine learning.23:18 Machine learning misunderstood; majority use simple models.26:46 Generative AI in big companies, production challenges.28:30 DevOps for data science needs unique practices.31:28 Focus on quick wins for business value.34:05 Focus on relation

Today, Frank and Andy are joined by David Hirschfeld, CEO and founder of Tekyz Corporation, a firm specializing in helping startups and saving troubled projects with his unique "Launch First" methodology. David brings us into his world of startups, where, believe it or not, he advocates for getting customers before you even build the product! He explains how Launch First combines high-fidelity prototypes, niche targeting, and a lean, marketing-first approach to de-risk software launches and prove real demand.Whether you’re an engineer turned entrepreneur, or just curious about the art and science of startups, buckle up for an enlightening episode with insights on maximizing impact and proving product-market fit with speed and precision. Let’s dive in!Show NotesLinksMoments00:00 Launch First: Get customers before building product.06:00 Market first, then build software; analyze niche.07:04 Create marketing stack, offer lifetime license, guarantee refund.10:30 Offer lifetime licenses for upfront subscription pa

Today, we have a special treat for you as we welcome Candice Gillhooley, a dynamic force known for blending technical prowess with marketing brilliance. In this episode, we'll explore Candice's groundbreaking approach to "sentient marketing," dive into the interplay between AI and targeted audience communication, and discuss the importance of understanding behavioral data to craft unforgettable marketing experiences. So, sit back, relax, and get ready for an episode that's sure to spark new ideas and inspire innovation.Show NotesLinksBuy the book on Amazon: https://qrcodes.at/SentientMarketingBookhttps://sentientmarketingbook.com/Candace's LinkedIn Profile https://www.linkedin.com/in/candacegillhoolley/Moments00:00 Podcast explores data science, AI, engineering trends.05:05 Ancient harvest tradition, winter preparation, birthdays coinciding.06:46 Target audience insights through effective data utilization.13:17 Enjoys startup vibes, marketing tech innovations.15:36 Data-driven marketing is essential for organ

Andy Leonard and Frank La Vigne are joined by experts Baruch Lev and Feng Gu to uncover the complexities and pitfalls of mergers and acquisitions. We'll discuss the controversial "killer acquisitions" in the pharmaceutical industry, which regulators fear stifle innovation and harm public health.Our guests will share insights from their upcoming book, "The M&A Failure Trap," which critiques current acquisition strategies and introduces a unique 10-factor scorecard for assessing potential success. From data analysis on 40,000 mergers over 40 years to the challenges and market trends affecting merger outcomes, we’ll explore why up to 75% of mergers fail and how decision-makers often benefit at the expense of employees and shareholders.Whether you're an entrepreneur looking to navigate M&As or a data enthusiast curious about the numbers behind these strategic moves, this episode offers a data-driven look at the forces shaping mergers and their real-world impacts.Show NotesThe M&A Trap Book Link (no af

Andy Leonard, and Frank La Vigne are joined by the innovative Artem Rodichof, CEO of Xhuman. Today's discussion delves into the transformative world of empathetic AI and its potential to reshape our interactions with technology and each other. Artem shares insights from his groundbreaking platform, which creates custom AI personalities that can turn various media forms into interactive, human-like experiences.We'll explore the intersection of gaming and AI, discuss the ethical implications of deep emotional connections with chatbots, and consider how AI-driven interactions might alleviate loneliness and enhance human communication. Balancing technical details with ethical considerations, this episode underscores the dynamic role of AI in our digital future. So, stay tuned as we navigate the evolving landscape of AI-integrated worlds and the profound impact of empathetic technologies.Show NotesHighlights03:24 Introducing Artem Rodichoff, CEO of Xhuman.07:49 Eugenia trained chatbot on deceased friend's personal

In this episode, Doug shares his preference for composition over inheritance in object-oriented programming and his strategic use of design patterns in Visual Basic consulting. He challenges commonly held beliefs about language performance and productivity, arguing that faster languages do not always yield faster results. The conversation also explores the offline benefits of large and small language models (LLMs and SLMs) and highlights Doug's innovative use of PowerShell to create autonomous agents.Doug shares fascinating insights on prompt engineering, the evolution of AI models, and the potential of personal AI as the next technological inflection point. Despite facing resistance from critics and the tech community, Doug remains a staunch advocate for leveraging cutting-edge tools and maintaining an unscripted, adaptive approach to technology.Show NotesTime Stamps07:32 Discovering GPT chat and its incredible capabilities.14:25 Expect announcement at OpenAI Day in November.19:41 Initial confusion, but even

In this episode, we delve into Frank’s new role at Red Hat, where he’s pioneering advancements with Rel AI, an innovative tool for training large language models. Andy shares his latest adventures in Microsoft Fabric training, reflecting on the rapid pace of tech evolution. Along with tech talk, they touch on personal milestones, such as parenting and life’s significant changes. So, grab your favorite drink, sit back, and join us for an insightful conversation filled with tech trends, personal stories, and a touch of nostalgia. It's an episode you won't want to miss!Show Notes04:08 Limited college course options, but important financially.09:16 Fabric data factory training, following SSIS, Azure.10:08 Teams doing diverse work to improve services.13:14 Adoption drama resulted in life-changing impact.16:50 Functionality in Office 365 for family use.21:56 Data-driven podcast episode ends with call-to-action.

Today, we're shifting gears as Frank La Vigne returns from his adventures in the Smoky Mountains.From paternity leave to tackling poor internet connectivity, Frank sheds light on the precarious nature of our reliance on cloud services. Join us as we explore the challenges of staying connected in remote areas, ponder the implications for the future of AI, and reflect on the importance of data resilience.Buckle up for an episode that's as much about life's unexpected detours as it is about the data revolution. Let's get data driven! Time Stamps03:47 Balcony had best signal, but still slow.08:44 Moving to technical marketing; Red Hat Summit.09:40 Influence of living in DC on perception.13:23 Limited internet access creates absurd and inefficient situations.16:37 The world faces significant danger in cyberspace.21:39 Concerns about building systems dependent on OpenAI.24:18 Grateful for internet, signing off, podcast-ready

In this episode, we explore real-world cases that showcase the susceptibility of AI chatbots to manipulation, as illustrated by a shocking incident where an AI was manipulated to sell a Chevy truck for just $1. Kevin Latchford sheds light on the dual-use knowledge risks and the potential for unauthorized leaks and malicious backdoors within AI plugins.Frank and Kevin dive into the implications of quick technological adoption, drawing parallels to the early web era. We discuss the impact of network setups, access controls, data supply chain integrity, and the ongoing investigations into the security implications of these burgeoning technologies. This episode is packed with expert insights and practical advice on navigating the complex world of AI security.Show Notes05:04 Public space tech meant to have safeguards.09:39 Security issue in enterprise AI adoption concern.12:53 Understanding security implications is crucial for mitigation.16:40 Chatbot manipulated to sell Chevy truck for $1.17:57 Found something du

In this episode, we explore linguistic and cultural influences on language with Dr. Yossi Keshet—a renowned expert in automated speech recognition.We cover the intricacies of jargon, code-switching, and the ethical dimensions of artificial intelligence. Listen to discover how the convergence of linguistics and computer science is revolutionizing our interaction with technology.Show Notes05:26 YOLA targets foundational industries through AI.07:34 Automatic speech recognition similar to KJGPT model.11:17 American English research bias in speech intelligibility.13:33 Studying foreign languages improved understanding of grammar.18:35 Passionate about linguistics and cognitive sciences. No AI has this capability.20:23 Phenomenal correlation between artificial and neural mechanisms.26:24 Innovating transcription: improving on old industry practices.27:35 GPT's influence on various fundamental industries.31:56 Using multiple languages can enhance comprehension.35:07 Switching between languages in code-switching rese

In this exciting episode, Frank La Vigne and Andy Leonard sit down with Aviad Harell, managing partner at Team 8, to explore the transformative power of technology in today's business landscape. Aviad shares his mission to eliminate day-to-day bureaucracy and leverages technology to automate processes, drawing from his vast experience in the tech industry. Beyond business, Aviad reveals his passion for traveling in South America and his book recommendation, "The Mom Test," which acts as a guide for proper idea validation.As the conversation unfolds, we explore how venture capital has evolved from a hobby to a disciplined, professional field, much like the maturity models in software development. Aviad details Team 8's innovative approach to venture capital, partnering with founders early in their journey, sometimes before even fully forming ideas. This unique model includes building a robust support system of 85 professionals to ensure the success of the startups they invest in.Discover the importance of crit

In this episode, Frank La Vigne and Andy Leonard dive deep into the world of developer advocacy and data observability with special guest Chris Cooney from CoreLogix. From discussing the evolution of Microsoft Evangelism to the intricacies of data retention and real-time decision-making, this conversation covers a wide range of topics, including the impact of AI technology, the importance of community in software engineering, and the challenges of connecting with engineers at trade shows.Join us as we explore the intersection of technology, advocacy, and data engineering in this insightful episode featuring Chris Cooney on "Data Driven".New Season Means a New Theme SongLet us know what you think! Don't worry, we will use a shortened version for future shows. We were just so excited to get to Season 8!Show Notes03:54 Experienced engineer transitioned into leadership in technology.07:40 Dan delivers insightful speech on tracking activity.12:33 Developers must adapt to new technology continually.13:45 Conference

In today’s episode of the Data Driven podcast, we delve into the intricate dance of the human brain with uncertainty, guided by the insightful and optimistic Dr. Julia DiGangi. Dr. DiGangi’s work transcends traditional academic boundaries, focusing on the neuropsychological underpinnings that shape our responses to the ever-shifting sands of our times. With a blend of deep scientific knowledge and a hopeful outlook, she sheds light on how understanding our brain's mechanics can enhance our navigation through life's complexities. Join us as Dr. DiGangi illuminates the pathways of our cognitive landscapes, offering clarity and guidance through the fog of uncertainty.Show Notes00:00 Neuropsychologist studies brain domains, human vs. machines.05:06 Technology layoffs causing career uncertainty, sparking concern.08:54 Brain is allergic to uncertainty, scientific study.10:24 People choose painful shocks over uncertainty in lab.15:44 Lead life wisely, brain is most powerful.19:21 Jordan Belfort, inspiration for Wolf