Best MLSecOps Podcasts (2024)

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The MLSecOps Podcast Season 2 Finale 40:54

6d ago40:54

40:54

Send us a text This compilation contains highlights from episodes throughout Season 2 of the MLSecOps Podcast, and it's a great one for community members who are new to the show. If there is a clip from this highlights reel that is especially interesting to you, you can note the name of the original episode that the clip came from and easily go che…

1
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // #257 42:35

14d ago42:35

42:35

Sean Morgan is an active open-source contributor and maintainer and is the special interest group lead for TensorFlow Addons. Learn more about the platform for end-to-end AI Security at https://protectai.com/.MLSecOps is Fundamental to Robust AI Security Posture Management (AISPM) // MLOps Podcast #257 with Sean Morgan, Chief Architect at Protect A…

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Who's MLOps for Anyway? // Jonathan Rioux // #261 1:10:14

17m ago1:10:14

1:10:14

Jonathan Rioux is a Managing Principal of AI Consulting for EPAM Systems, where he advises client on how to get from idea to realized AI products with the minimum of fuss and friction.Who's MLOps for Anyway? // MLOps Podcast #261 with Jonathan Rioux, Managing Principal, AI Consulting at EPAM Systems.// AbstractThe year is 2024 and we are all starin…

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Alignment is Real // Shiva Bhattacharjee // #260 40:20

3h ago40:20

40:20

Shiva Bhattacharjee is the Co-founder and CTO of TrueLaw, where we are building bespoke models for law firms for a wide variety of tasks.Alignment is Real // MLOps Podcast #260 with Shiva Bhattacharjee, CTO of TrueLaw Inc.// AbstractIf the off-the-shelf model can understand and solve a domain-specific task well enough, either your task isn't that n…

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Ax a New Way to Build Complex Workflows with LLMs // Vikram Rangnekar // #259 53:25

2d ago53:25

53:25

Vikram Rangnekar is an open-source software developer focused on simplifying LLM integration. He created LLMClient, a TypeScript library inspired by Stanford's DSP paper. With years of experience building complex LLM workflows, he previously worked as a senior software engineer at LinkedIn on Ad Serving.Ax a New Way to Build Complex Workflows with …

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Building in Production Human-centred GenAI Solutions // Mohamed Abusaid & Mara Pometti// #177 1:02:42

8d ago1:02:42

1:02:42

MLOps Coffee Sessions #177 with Mohamed Abusaid and Mara Pometti, Building in Production Human-centred GenAI Solutions sponsored by QuantumBlack, AI by McKinsey.// AbstractTrust is paramount in the adoption of new technologies, especially in the realm of education. Mohamed and Mara shed light on the importance of AI governance programs and establis…

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Visualize - Bringing Structure to Unstructured Data // Markus Stoll // #258 50:38

10d ago50:38

50:38

Markus Stoll is the Co-Founder of Renumics and the developer behind the open-source interactive ML dataset exploration tool, Spotlight. He shares insights on: AI in Engineering and Manufacturing Interactive ML Data Visualization ML Data Exploration Follow Markus for hands-on articles about leveraging ML while keeping a strong focus on data. Visuali…

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AI Testing Highlights // Special MLOps Podcast Episode 9:54

16d ago9:54

9:54

MLOps for GenAI Applications // Special MLOps Podcast episode with Demetrios Brinkmann, Chief Happiness Engineer at MLOps Community.// AbstractDemetrios explores common themes in ML model testing with insights from Erica Greene (Yahoo News), Matar Haller (ActiveFence), Mohamed Elgendy (Kolena), and Catherine Nelson (Freelance Data Scientist). They …

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MLOps for GenAI Applications // Harcharan Kabbay // #256 1:07:18

17d ago1:07:18

1:07:18

Harcharan Kabbay is a Data Scientist & AI/ML Engineer with Expertise in MLOps, Kubernetes, and DevOps, Driving End-to-End Automation and Transforming Data into Actionable Insights. MLOps for GenAI Applications // MLOps Podcast #256 with Harcharan Kabbay, Lead Machine Learning Engineer at World Wide Technology.// AbstractThe discussion begins with a…

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BigQuery Feature Store // Nicolas Mauti // #255 50:38

21d ago50:38

50:38

Nicolas Mauti is an MLOps Engineer from Lyon (France), Working at Malt.BigQuery Feature Store // MLOps Podcast #255 with Nicolas Mauti, Lead MLOps at Malt.// AbstractNeed a feature store for your AI/ML applications but overwhelmed by the multitude of options? Think again. In this talk, Nicolas shares how they solved this issue at Malt by leveraging…

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Design and Development Principles for LLMOps // Andy McMahon // #254 1:10:17

24d ago1:10:17

1:10:17

Design and Development Principles for LLMOps // MLOps Podcast #254 with Andy McMahon, Director - Principal AI Engineer at Barclays Bank.A huge thank you to SAS for their generous support! // AbstractAs we move from MLOps to LLMOps we need to double down on some fundamental software engineering practices, as well as augment and add to these with som…

1
Data Quality = Quality AI // AIQCON Panel 27:14

28d ago27:14

27:14

// AbstractData is the foundation of AI. To ensure AI performs as expected, high-quality data is essential. In this panel discussion, Chad, Maria, Joe, and Pushkar hosted by Sam Partee will explore strategies for obtaining and maintaining high-quality data, as well as common pitfalls to avoid when using data for AI models.// Panelists- Samuel Parte…

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The Variational Book // Yuri Plotkin // #253 55:35

1M ago55:35

55:35

Yuri Plotkin is a Biomedical Engineer and Machine Learning Scientist and the author of The Variational Book. The Variational Book // MLOps Podcast #253 with Yuri Plotkin, an ML Scientist.// AbstractCuriosity has been the underlying thread in Yuri's life and interests. With the explosion of Generative AI, Yuri was fascinated by the topic and decided…

1
Vision and Strategies for Attracting & Driving AI Talents in High Growth // Panel // AIQCON 30:33

1M ago30:33

30:33

// AbstractAttracting and retaining top AI talent is essential for staying competitive. This panel will explore crafting and communicating a compelling vision that aligns with the organization's evolving needs, inspiring potential hires and motivating current employees. The discussion will offer actionable strategies for sourcing top talent, adapti…

1
Red Teaming LLMs // Ron Heichman // #252 1:09:52

1M ago1:09:52

1:09:52

Ron Heichmn is an AI researcher specializing in generative AI, AI alignment, and prompt engineering. At SentinelOne, Ron actively monitors emerging research to identify and address potential vulnerabilities in our AI systems, focusing on unsupervised and scalable evaluations to ensure robustness and reliability. Harnessing AI APIs for Safer, Accura…

1
Balancing Speed and Safety // Panel // AIQCON 35:39

2M ago35:39

35:39

This is a panel taken from the recent AI quality Conference presented by the MLOps Community and Kolena // AbstractThe need for moving to production quickly is paramount in staying out of perpetual POC territory. AI is moving fast. Shipping features fast to stay ahead of the competition is commonplace. Quick iterations are viewed as strength in the…

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Reliable LLM Products, Fueled by Feedback // Chinar Movsisyan // #251 49:16

2M ago49:16

49:16

Chinar Movsisyan is the co-founder and CEO of Feedback Intelligence (formerly Manot), an MLOps startup based in San Francisco. She has been in the AI field for more than 7 years from research labs to venture-backed startups. Reliable LLM Products, Fueled by Feedback // MLOps Podcast #250 with Chinar Movsisyan, CEO of Feedback Intelligence.// Abstra…

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A Blueprint for Scalable & Reliable Enterprise AI/ML Systems // Panel // AIQCON 35:38

2M ago35:38

35:38

This is a Panel taken from the recent AI Quality Conference presented by the MLOps COmmunity and Kolena // AbstractEnterprise AI leaders continue to explore the best productivity solutions that solve business problems, mitigate risks, and increase efficiency. Building reliable and secure AI/ML systems requires following industry standards, an opera…

1
Exploring Generative AI Risk Assessment and Regulatory Compliance 37:37

2M ago37:37

37:37

Send us a text In this episode of the MLSecOps Podcast we have the honor of talking with David Rosenthal, Partner at VISCHER (Swiss Law, Tax & Compliance). David is also an author & former software developer, and lectures at ETH Zürich & the University of Basel. He has more than 25 years of experience in data & technology law and kindly joined the …

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AI Operations Without Fundamental Engineering Discipline // Nikhil Suresh // #250 49:28

2M ago49:28

49:28

Nik Suresh wrote an evisceration of the current AI hype boom called "I Will F**king Piledrive You If You Mention AI Again."AI Operations Without Fundamental Engineering Discipline // MLOps Podcast #250 with Nikhil Suresh, Director @ Hermit Tech.// AbstractNik is on the podcast because of an anti-AI hype piece, so a reasonable thing to discuss is go…

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AI in Healthcare // Eric Landry // #249 51:05

2M ago51:05

51:05

Eric Landry is a seasoned AI and Machine Learning leader with extensive expertise in software engineering and practical applications in NLP, document classification, and conversational AI. With technical proficiency in Java, Python, and key ML tools, he leads the Expedia Machine Learning Engineering Guild and has spoken at major conferences like Ap…

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Evaluating the Effectiveness of Large Language Models: Challenges and Insights // Aniket Singh // #248 35:40

2M ago35:40

35:40

Aniket Kumar Singh is a Vision Systems Engineer at Ultium Cells, skilled in Machine Learning and Deep Learning. I'm also engaged in AI research, focusing on Large Language Models (LLMs).Evaluating the Effectiveness of Large Language Models: Challenges and Insights // MLOps Podcast #248 with Aniket Kumar Singh, CTO @ MyEvaluationPal | ML Engineer @ …

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Extending AI: From Industry to Innovation // Sophia Rowland & David Weik // #246 1:01:36

2M ago1:01:36

1:01:36

Sophia Rowland is a Senior Product Manager focusing on ModelOps and MLOps at SAS. In her previous role as a data scientist, Sophia worked with dozens of organizations to solve a variety of problems using analytics. David Weik has a passion for data and creating integrated customer-centric solutions. Thinking data and people first to create value-ad…

1
Detecting Harmful Content at Scale // Matar Haller // #245 51:27

2M ago51:27

51:27

Matar Haller is the VP of Data & AI at ActiveFence, where her teams own the end-to-end automated detection of harmful content at scale, regardless of the abuse area or media type. The work they do here is engaging, impactful, and tough, and Matar is grateful for the people she gets to do it with. AI For Good - Detecting Harmful Content at Scale // …

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All Data Scientists Should Learn Software Engineering Principles // Catherine Nelson // #245 52:54

2M ago52:54

52:54

Catherine Nelson is a freelance data scientist and writer. She is currently working on the forthcoming O’Reilly book "Software Engineering for Data Scientists”.Why All Data Scientists Should Learn Software Engineering Principles // MLOps podcast #245 with Catherine Nelson, a freelance Data Scientist.A big thank you to LatticeFlow AI for sponsoring …

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MLSecOps Culture: Considerations for AI Development and Security Teams 38:44

3M ago38:44

38:44

Send us a text In this episode, we had the pleasure of welcoming Co-Founder and CISO of Weights & Biases, Chris Van Pelt, to the MLSecOps Podcast. Chris discusses a range of topics with hosts Badar Ahmed and Diana Kelley, including the history of how W&B was formed, building a culture of security & knowledge sharing across teams in an organization,…

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Meta GenAI Infra Blog Review // Special MLOps Podcast 38:53

3M ago38:53

38:53

Meta GenAI Infra Blog Review // Special MLOps Podcast episode by Demetrios.// AbstractDemetrios explores Meta's innovative infrastructure for large-scale AI operations, highlighting three blog posts on training large language models, maintaining AI capacity, and building Meta's GenAI infrastructure. The discussion reveals Meta's handling of hundred…

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AI Agents for Consumers // Shaun Wei // #244 57:26

3M ago57:26

57:26

Sean Wei, the CEO and co-founder of RealChar, shares his journey from working in the autonomous vehicle industry to creating an open-source voice assistant project called Realchar, which eventually evolved into Rivia, a voice AI assistant focused on managing personal phone calls.The Future of AI and Consumer Empowerment // MLOps podcast #244 with S…

1
ML and AI as Distinct Control Systems in Heavy Industrial Settings // Richard Howes // #243 56:30

3M ago56:30

56:30

Join us at our first in-person conference today all about AI Quality: https://www.aiqualityconference.com/ML and AI as Distinct Control Systems in Heavy Industrial Settings // MLOps podcast #243 with Richard Howes, CTO of Metaformed. Richard Howes is a dedicated engineer who is passionate about control systems whether it be embedded systems, indust…

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Accelerating Multimodal AI // Ethan Rosenthal // #242 54:57

3M ago54:57

54:57

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Accelerating Multimodal AI // MLOps podcast #241 with Ethan Rosenthal, Member of Technical Staff of Runway.Huge thank you to AWS for sponsoring this episode. AWS - https://aws.amazon.com/// AbstractWe’re still trying to figure out systems …

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Navigating the AI Frontier: The Power of Synthetic Data and Agent Evaluations in LLM Development // Boris Selitser // #241 57:21

3M ago57:21

57:21

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Navigating the AI Frontier: The Power of Synthetic Data and Agent Evaluations in LLM Development // MLOps podcast #241 with Boris Selitser, Co-Founder and CTO/CPO of Okareo.A big thank you to LatticeFlow for sponsoring this episode! Lattic…

1
Practical Offensive and Adversarial ML for Red Teams 35:24

3M ago35:24

35:24

Send us a text Next on the MLSecOps Podcast, we have the honor of highlighting one of our MLSecOps Community members and Dropbox™ Red Teamers, Adrian Wood. Adrian joined Protect AI threat researchers, Dan McInerney and Marcello Salvati, in the studio to share an array of insights, including what inspired him to create the Offensive ML (aka OffSec M…

1
How to Build Production-Ready AI Models for Manufacturing // [Exclusive] LatticeFlow Roundtable 56:37

3M ago56:37

56:37

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/MLOps Coffee Sessions Special episode with LatticeFlow, How to Build Production-Ready AI Models for Manufacturing, fueled by our Premium Brand Partner, LatticeFlow. Deploying AI models in manufacturing involves navigating several technical…

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From Robotics to Recommender Systems // Miguel Fierro // #240 58:21

3M ago58:21

58:21

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Miguel Fierro is a Principal Data Science Manager at Microsoft and holds a PhD in robotics. From Robotics to Recommender Systems // MLOps Podcast #240 with Miguel Fierro, Principal Data Science Manager at Microsoft.Huge thank you to Zilli…

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Uber's Michelangelo: Strategic AI Overhaul and Impact // #239 35:35

3M ago35:35

35:35

Uber's Michelangelo: Strategic AI Overhaul and Impact // MLOps podcast #239 with Demetrios Brinkmann. Huge thank you to Weights & Biases for sponsoring this episode. WandB Free Courses - http://wandb.me/courses_mlops// AbstractUber's Michelangelo platform has evolved significantly through three major phases, enhancing its capabilities from basic ML…

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AWS Tranium and Inferentia // Kamran Khan and Matthew McClean // #238 45:22

4M ago45:22

45:22

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Matthew McClean is a Machine Learning Technology Leader with the leading Amazon Web Services (AWS) cloud platform. He leads the customer engineering teams at Annapurna ML helping customers adopt AWS Trainium and Inferentia for their Gen A…

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Build Reliable Systems with Chaos Engineering // Benjamin Wilms // #237 46:57

4M ago46:57

46:57

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/. Benjamin Wilms is a developer and software architect at heart, with 20 years of experience. He fell in love with chaos engineering. Benjamin now spreads his enthusiasm and new knowledge as a speaker and author – especially in the field o…

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Managing Small Knowledge Graphs for Multi-agent Systems // Tom Smoker // #236 1:04:40

4M ago1:04:40

1:04:40

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Tom Smoker is the cofounder of an early stage tech company empowering developers to create knowledge graphs within their RAG pipelines. Tom is a technical founder, and owns the research and development of knowledge graphs tooling for the …

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Just when we Started to Solve Software Docs, AI Blew Everything Up // Dave Nunez // #235 1:01:38

4M ago1:01:38

1:01:38

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ David Nunez, based in Santa Barbara, CA, US, is currently a Co-Founder and Partner at Abstract Group, bringing experience from previous roles at First Round Capital, Stripe, and Slab.Just when we Started to Solve Software Docs, AI Blew Ev…

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Open Standards Make MLOps Easier and Silos Harder // Cody Peterson // #234 46:19

4M ago46:19

46:19

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Cody Peterson has a diverse work experience in the field of product management and engineering. Cody is currently working as a Technical Product Manager at Voltron Data, starting from May 2023. Previously, they worked as a Product Manager…

1
Expert Talk from RSA Conference: Securing Generative AI 25:42

4M ago25:42

25:42

Send us a text In this episode, host Neal Swaelens (EMEA Director of Business Development, Protect AI) catches up with Ken Huang, CISSP at RSAC 2024 to talk about security for generative AI. Thanks for listening! Find more episodes and transcripts at https://bit.ly/MLSecOpsPodcast. Additional tools and resources to check out: Protect AI Radar: End-…

1
Retrieval Augmented Generation 44:09

4M ago44:09

44:09

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Syed Asad is an Innovator, Generative AI & Machine Learning Engineer, and a Champion for Ethical AI MLOps podcast #233 with Syed Asad, Lead AI/ML Engineer at KiwiTech // Retrieval Augmented Generation.A big thank you to @ for sponsoring t…

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RecSys at Spotify // Sanket Gupta // #232 50:24

4M ago50:24

50:24

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Sanket works as a Senior Machine Learning Engineer at Spotify working on building end-to-end audio recommender systems. Models built by his team are used across Spotify in many different products including Discover Weekly and Autoplay.MLO…

1
Practical Foundations for Securing AI 38:10

4M ago38:10

38:10

Send us a text In this episode of the MLSecOps Podcast, we delve into the critical world of security for AI and machine learning with our guest Ron F. Del Rosario, Chief Security Architect and AI/ML Security Lead at SAP ISBN. The discussion highlights the contextual knowledge gap between ML practitioners and cybersecurity professionals, emphasizing…

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From A Coding Startup to AI Development in the Enterprise // Ryan Carson // #231 58:15

4M ago58:15

58:15

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Ryan Carson. CEO Founder for 20 years Built and sold 3 startups Helping build a global community of AI devs with Intel.MLOps podcast #231 with Ryan Carson, Senior AI Dev Community Lead at Intel Huge thank you to Zilliz for sponsoring this…

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FedML Nexus AI: Your Generative AI Platform at Scale // Salman Avestimehr // #230 52:33

4M ago52:33

52:33

Salman Avestimehr is a Dean's Professor, the inaugural director of the USC-Amazon Center for Secure and Trusted Machine Learning (Trusted AI), and director of the Information Theory and Machine Learning (vITAL) research lab. He is also the CEO and co-founder of FedML.MLOps podcast #230 with Salman Avestimehr, CEO & Founder of FedML, FedML Nexus AI:…

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What is AI Quality? // Mohamed Elgendy // #228 45:57

5M ago45:57

45:57

Mohamed Elgendy is the Co-Founder & CEO at Kolena. Additionally, Mohamed Elgendy has had 1 past job as the Director Of Product and Engineering at Synapse Technology Corporation.Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/MLOps podcast #228 with Mohamed Elgendy, Co-founder & CEO of K…

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Handling Multi-Terabyte LLM Checkpoints // Simon Karasik // #228 55:36

5M ago55:36

55:36

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com Simon Karasik⁠ is a proactive and curious ML Engineer with 5 years of experience. Developed & deployed ML models at WEB and Big scale for Ads and Tax.Huge thank you to Nebius AI for sponsoring this episode. Nebius AI - https://nebius.ai/ML…

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Leading Enterprise Data Teams // Sol Rashidi // #227 42:59

5M ago42:59

42:59

Sol Rashidi is an esteemed executive, leader, and influencer within the AI, Data, and Technology space. Having helped IBM launch Watson in 2011 as one of the earliest world applications of Artificial Intelligence, Sol has pioneered some of the early advancements of space. Join us at our first in-person conference on June 25 all about AI Quality: ht…

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The Rise of Modern Data Management // Chad Sanderson // #226 57:52

5M ago57:52

57:52

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Chad Sanderson is passionate about data quality, and fixing the muddy relationship between data producers and consumers. He is a former Head of Data at Convoy, a LinkedIn writer, and a published author. He lives in Seattle, Washington, an…

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