Best Demetrios Brinkmann Podcasts (2024)

1
Handling Multi-Terabyte LLM Checkpoints // Simon Karasik // #228 55:36

2h 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…

1
Leading Enterprise Data Teams // Sol Rashidi // #227 42:59

6m 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…

1
The Rise of Modern Data Management // Chad Sanderson // #226 57:52

3d 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…

1
Beyond AGI, Can AI Help Save the Planet? // Patrick Beukema // #225 54:04

7d ago54:04

54:04

Patrick Beukema has a Ph.D. in neuroscience and has worked on AI models for brain decoding, which analyzes the brain's activity to decipher what people are seeing and thinking.Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Huge thank you to LatticeFlow for sponsoring this episode. Latt…

1
GenAI in Production - Challenges and Trends // Verena Weber // #224 48:42

10d ago48:42

48:42

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Verena Weber believes that GenAI is going to transform the way we work and interact with devices. Her mission is to help companies prepare for this transformation. She has strong expertise in NLP and over 7 years of experience in Machine …

1
Introducing DBRX: The Future of Language Models // [Exclusive] Databricks Roundtable 48:35

14d ago48:35

48:35

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 Databricks, Introducing DBRX: The Future of Language Models, fueled by our Premium Brand Partner, Databricks. DBRX is designed to be especially capable of a wide range of tasks and outperforms ot…

1
From MVP to Production // AI in Production Conference 36:29

17d ago36:29

36:29

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/// AbstractDive into the challenges of scaling AI models from Minimum Viable Product (MVP) to full production. The panel emphasizes the importance of continually updating knowledge and data, citing examples like teaching AI systems nuanced…

1
Data Engineering in the Federal Sector // Shane Morris // #223 1:03:22

21d ago1:03:22

1:03:22

Shane Morris is now a Senior Executive Advisor at Devis.Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/Huge thank you to @WeightsBiases for sponsoring this episode. WandB Free Courses - https://wandb.ai/telidavies/ml-news/reports/Introducing-W-B-MLOps-Courses-Free-Course-Effective-MLOp…

1
What Business Stakeholders Want to See from the ML Teams // Peter Guagenti // #222 1:21:27

24d ago1:21:27

1:21:27

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ ⁠Peter Guagenti⁠ is an accomplished business builder and entrepreneur with expertise in strategy, product development, marketing, sales, and operations. Peter has helped build multiple successful start-ups to exits, fueling high growth in…

1
MLOps - Design Thinking to Build ML Infra for ML and LLM Use Cases // Amritha Arun Babu & Abhik Choudhury // #221 1:00:17

28d ago1:00:17

1:00:17

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Amritha Arun Babu Mysore has been an expert in the field of consumer electronics, software products, and online marketplaces for the past 15 years. She has experience developing supply chains from the ground up, delivering AI-based produc…

1
4 Years of the MLOps Community // Demetrios Brinkmann // #220 1:04:29

1M ago1:04:29

1:04:29

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Demetrios Brinkmann is the founder of the MLOps Community. Brinkmann fell into the Machine Learning Operations world, and since, has interviewed the leading names around MLOps, Data Science, and Machine Learning.Huge thank you to Weights …

1
The Art and Science of Training LLMs // Bandish Shah and Davis Blalock // #219 1:15:11

1M ago1:15:11

1:15:11

Join us at our first in-person conference on June 25 all about AI Quality: https://www.aiqualityconference.com/ Huge thank you to ⁠Databricks⁠ AI for sponsoring this episode. Databricks - http://databricks.com/ Bandish Shah is an Engineering Manager at MosaicML/Databricks, where he focuses on making generative AI training and inference efficient, f…

1
Security and Privacy // Day 2 Panel 1 // AI in Production Conference 34:36

1M ago34:36

34:36

// AbstractDiego, David, Ads, and Katharine, bring to light the risks, vulnerabilities, and evolving security landscape of machine learning as we venture into the AI-driven future. They underscore the importance of education in managing AI risks and the critical role privacy engineering plays in this narrative. They explore the legal and ethical im…

1
[Exclusive] Zilliz Roundtable // Why Purpose-built Vector Databases Matter for Your Use Case 59:00

2M ago59:00

59:00

Frank Liu is the Director of Operations & ML Architect at Zilliz, where he serves as a maintainer for the Towhee open-source project.Jiang Chen is the Head of AI Platform and Ecosystem at Zilliz.Yujian Tang is a developer advocate at Zilliz. He has a background as a software engineer working on AutoML at Amazon.MLOps Coffee Sessions Special episode…

1
A Decade of AI Safety and Trust // Petar Tsankov // MLOps Podcast #218 58:04

2M ago58:04

58:04

Huge thank you to LatticeFlow AI for sponsoring this episode. LatticeFlow AI - https://latticeflow.ai/.Dr. Petar Tsankov is a researcher and entrepreneur in the field of Computer Science and Artificial Intelligence.MLOps podcast #218 with Petar Tsankov, Co-Founder and CEO at LatticeFlow AI, A Decade of AI Safety and Trust.// Abstract// BioCo-founde…

1
The Real E2E RAG Stack // Sam Bean, Rewind AI // #217 1:10:06

2M ago1:10:06

1:10:06

Thank you to Zilliz our wonderful sponsors of this episode create some amazing stuff with Zilliz RAG - https://zilliz.com/vector-database-use-cases/llm-retrieval-augmented-generation Sam Bean is a seasoned AI and machine learning expert, specializing in Large Language Models (LLMs) and search tech. With a computer science background and a drive for…

1
Managing Data for Effective GenAI Application // Anu Arora and Anass Bensrhir // #215 51:00

2M ago51:00

51:00

Anass Bensrhir is the Associate Partner of McKinsey & Company Casablanca. Anu Arora is the Principal Data Engineering at McKinsey & Company. Check out mckinsey.com/quantumblackMLOps podcast #214 with QuantumBlack AI by McKinsey's Principal Data Engineer, Anu Arora and Associate Partner, Anass Bensrhir, Managing Data for Effective GenAI Application …

1
Becoming an AI Evangelist // Alex Volkov // #215 1:14:31

2M ago1:14:31

1:14:31

Alex Volkov serves as the AI Evangelist with Weights & Biases, Host of ThursdAI, Founder and CEO Targum and AI Consultant GPU POOR Def. not an owl. MLOps podcast #215 with Alex Volkov, AI Evangelist at Weights & Biases, Becoming an AI Evangelist.// AbstractFollow Alex's journey into the world of AI, from being interested in running his first AI mod…

1
LLM Use Cases in Production // AI in Production Conference // Panel 1 30:48

2M ago30:48

30:48

// Abstract From startups achieving significant value with minor capabilities to AI revolutionizing sales calls and raising sales by 30%, we explore a series of interesting real-world use cases. Understanding the objectives and complexities of various industries, exploring the challenges of launching products, and highlighting the vital integration…

1
Information Retrieval & Relevance // Daniel Svonava // #214 56:04

2M ago56:04

56:04

Daniel Svonava is the Co-Founder of Superlinked. Daniel Svonava attended the Faculty of Informatics and Information Technologies, Slovak University of Technology.MLOps podcast #214 with Daniel Svonava, CEO & Co-founder at Superlinked, Information Retrieval & Relevance: Vector Embeddings for Semantic Search// AbstractIn today's information-rich worl…

1
Evaluating and Integrating ML Models // Morgan McGuire and Anish Shah // #213 51:56

2M ago51:56

51:56

Morgan McGuire has held a variety of roles in the past 13 years. In 2008, he completed a Research Internship at Queen Mary, University of London. Currently, he is the Head of Growth ML and Growth ML Engineer at Weights & Biases.Anish Shah has been working in the tech industry since 2015. In 2015, he was a Technical Support at Fox School of Business…

1
Data Governance and AI // Alexandra Diem // #212 1:05:45

2M ago1:05:45

1:05:45

Alexandra Diem, PhD, has extensive experience in the field of AI, machine learning, and cloud analytics. Alexandra currently holds the position of Head of Cloud Analytics and MLOps at Gjensidige.Large Language Models have taken the world by storm. But what are the real use cases? What are the challenges in productionizing them? In this event, you w…

1
Ads Ranking Evolution at Pinterest // Aayush Mudgal // #211 52:37

3M ago52:37

52:37

Aayush Mudgal is a Senior Machine Learning Engineer at Pinterest, currently leading the efforts around Privacy-Aware Conversion Modeling.Large Language Models have taken the world by storm. But what are the real use cases? What are the challenges in productionizing them? In this event, you will hear from practitioners about how they are dealing wit…

1
LLM Evaluation with Arize AI's Aparna Dhinakaran // #210 55:47

3M ago55:47

55:47

Large Language Models have taken the world by storm. But what are the real use cases? What are the challenges in productionizing them? In this event, you will hear from practitioners about how they are dealing with things such as cost optimization, latency requirements, trust of output, and debugging. You will also get the opportunity to join works…

1
Powering MLOps: The Story of Tecton's Rift // Matt Bleifer & Mike Eastham // #209 1:03:57

3M ago1:03:57

1:03:57

Matt Bleifer is a Group Product Manager at Tecton, where he focuses on the core product experience such as building, testing, and productionizing feature pipelines as scale.Michael Eastham works as a Chief Architect at Tecton, which is a Business Intelligence (BI) Software company with an estimated 100 employeesLarge Language Models have taken the …

1
[Exclusive] QuantumBlack Round-table // Gen AI Buy vs Build, Commercial vs Open Source 56:20

3M ago56:20

56:20

Join our virtual conference 'AI in Production' Transform faster. Innovate smarter. Anticipate the future. At QuantumBlack, we unlock the power of artificial intelligence (AI) to help organizations reinvent themselves from the ground up—and accelerate sustainable and inclusive growth. MLOps Coffee Sessions Special episode with QuantumBlack, AI by Mc…

1
Micro Graph Transformer Powering Small Language Models // Jon Cooke // #208 57:10

3M ago57:10

57:10

Jon Cooke is the owner/founder of Dataception a Data, Analytics, and Data Product company, and the creator of the Data Product Pyramid, an adaptive Data Product operating model. MLOps podcast #208 with Jon Cooke, CTO of Dataception, Micro Graph Transformer - Specialist Small Language Models Using Graphs to Accelerate Data Product Eco-systems.// Abs…

1
How Data Platforms Affect ML & AI // Jake Watson // #207 39:11

3M ago39:11

39:11

Jake Watson is the writer of thedataplatform.substack.com⁠ and Principal Data Engineer at The Oakland Group. MLOps podcast #207 with Jake Watson, Principal Data Engineer at The Oakland Group, How Data Platforms Affect ML & AI.// AbstractI’ve always told my clients and colleagues that traditional rule-based software is difficult, but software contai…

1
RAG Has Been Oversimplified // Yujian Tang // #206 48:55

3M ago48:55

48:55

Yujian is working as a Developer Advocate at Zilliz, where they develop and write tutorials for proof of concepts for large language model applications. They also give talks on vector databases, LLM Apps, semantic search, and tangential spaces. MLOps podcast #206 with Yujian Tang, Developer Advocate at Zilliz, RAG Has Been Oversimplified, brought t…

1
The Myth of AI Breakthroughs // Jonathan Frankle // #205 1:10:02

3M ago1:10:02

1:10:02

Jonathan Frankle works as Chief Scientist (Neural Networks) at MosaicML (recently acquired by Databricks), a startup dedicated to making it easy and cost-effective for anyone to train large-scale, state-of-the-art neural networks. He leads the research team.MLOps podcast #205 with Jonathan Frankle, Chief Scientist (Neural Networks) at Databricks, T…

1
MLOps at the Crossroads // Patrick Barker & Farhood Etaati // #204 49:01

4M ago49:01

49:01

Patrick Barker is the Founder / CTO of Kentauros AI. Farhood Etaati is a Software Engineer at Yektanet.MLOps podcast #204 with Patrick Barker, CTO of Kentauros AI and Farhood Etaati, MLOps/Platform Team Lead at AIMedic, MLOps at the Crossroads.// AbstractMLOps is at a crossroads. The ever-increasing excitement for LLMs' ability to solve some intere…

1
Pioneering AI Models for Regional Languages // Aleksa Gordić // #203 1:04:23

4M ago1:04:23

1:04:23

Aleksa Gordić is an ex-Google DeepMind / Microsoft ML engineer currently working on non-English LLMs at OrtusAI, open-sourcing Meta's NLLB (no language left behind) project and YugoGPT. MLOps podcast #203 with Aleksa Gordić, Founder of OrtusAI, Pioneering AI Models for Regional Languages.// AbstractDive deep into Aleksa's work with the YugoGPT, a l…

1
Small Data, Big Impact: The Story Behind DuckDB // Hannes Mühleisen & Jordan Tigani // #202 1:08:34

4M ago1:08:34

1:08:34

Prof. Dr. Hannes Mühleisen is a creator of the DuckDB database management system and Co-founder and CEO of DuckDB Labs.Jordan is co-founder and chief duck-herder at MotherDuck, a startup building a serverless analytics platform based on DuckDB. MLOps podcast #202 with Hannes Mühleisen, Co-Founder & CEO of DuckDB Labs and Jordan Tigani, Chief Duck-H…

1
Language, Graphs, and AI in Industry // Paco Nathan // #201 1:18:28

4M ago1:18:28

1:18:28

Paco Nathan is the Managing Partner at Derwen, Inc., and author of Latent Space, along with other books, plus popular videos and tutorials about machine learning, natural language, graph technologies, and related topics. MLOps podcast #201 with Paco Nathan, Managing Partner at Derwen, Inc., Language, Graphs, and AI in Industry.// AbstractLet's talk…

1
Founding, Funding, and the Future of MLOps // Mihail Eric // #200 57:30

4M ago57:30

57:30

Mihail Eric is an engineer, researcher, and educator who has helped start teams at innovative organizations such as Amazon Alexa and RideOS. Mihail is a cofounder of Storia AI where they build an AI-powered creative assistant for fast and delightful image and video generation. MLOps podcast #200 with Mihail Eric, Co-founder of Storia AI, Founding, …

1
Challenges Operationalizing ML (And Some Solutions) // Nathan Ryan Frank // #199 52:27

4M ago52:27

52:27

Nathan Ryan Frank is the Machine Learning Operations and platform Director of Grainger. Former Astrophysicist turned data scientist and machine learning engineer with a proven history of delivering results into production across a wide variety of domains while leading projects with international, cross-functional teams.MLOps podcast #199 with Natha…

1
Inferring Creativity // Nick Hasty // #198 55:29

4M ago55:29

55:29

Nick Hasty is the Director of Product, Discovery & Machine Learning at Giphy, an animated-gif search engine that allows users to search, share, and discover GIFs. MLOps podcast #198, Inferring Creativity.// AbstractGenerative AI models have captured our imaginations with their ability to produce new "creative" works such as visually striking images…

1
The Role of Infrastructure in ML // Niels Bantilan // #197 1:05:24

4M ago1:05:24

1:05:24

MLOps podcast #197 with Niels Bantilan, Chief Machine Learning Engineer at Union, The Role of Infrastructure in ML Leveraging Open Source brought to us by Union.// AbstractWhen we start out building and deploying models in a new organization, life is simple: all I need to do is grab some data, iterate on a model that fits the data well and performs…

1
LLMs in Focus: From One-Size Fits All to Verticalized Solutions // Venky Ganti & Laurel Orr // #196 55:14

4M ago55:14

55:14

Laurel Orr is a Principal Engineer at Numbers Station, a startup that applies Foundation Model technology to the enterprise data stack. Venky Orr is SVP of Product & Engineering. MLOps podcast #196 with Numbers Station's Venky Ganti SVP, Product & Engineering and Principal Engineer, Laurel Orr, LLMs in Focus: From One-Size Fits All to Verticalized …

1
[Exclusive] Weights & Biases Round-table // Model Management in a Regulated Environment 58:29

5M ago58:29

58:29

MLOps Coffee Sessions Special episode with Weights & Biases, Model Management in a Regulated Environment, fueled by our Premium Brand Partner, Weights & Biases. // AbstractStep into the fascinating world of Language Model Management (LLMs) in a Regulated Environment! Join us for an enlightening chat where we'll explore the intricacies of managing m…

1
Building the Future of AI in Software Development // Varun Mohan // #195 1:04:34

5M ago1:04:34

1:04:34

MLOps podcast #195 with Varun Mohan, CEO of Codeium, Building the Future of AI in Software Development brought to us by QuantumBlack.// AbstractThis brief overview traces the evolution of Exafunction and Codeium, highlighting the strategic transition. It explores the inception of Codeium's key features, offering insights into the thoughtful design …

1
AI in Education Fireside Chat // LLMs in Production Conference 3 31:00

5M ago31:00

31:00

// AbstractExplore the transformative role of AI in EdTech, discussing its potential to enhance learning experiences and personalize education. The panelists share insights on AI use cases, challenges in AI integration, and strategies for building a differentiated business model in the evolving AI landscape. The discussion looks ahead at how the la…

1
[Exclusive] Tecton Round-table // Get your ML Application Into Production 55:41

5M ago55:41

55:41

Join our conference: https://home.mlops.community/public/events/llms-in-production-part-iii-2023-10-03 MLOps Coffee Sessions Special episode with Tecton, Get your ML Application Into Production, sponsored by Tecton.// AbstractGetting an ML application into production is more difficult than most teams expect—but with the right preparation, it can be…

1
DSPy: Transforming Language Model Calls into Smart Pipelines // Omar Khattab // #194 1:05:39

5M ago1:05:39

1:05:39

MLOps podcast #194 with Omar Khattab, PhD Candidate at Stanford, DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.// AbstractThe ML community is rapidly exploring techniques for prompting language models (LMs) and for stacking them into pipelines that solve complex tasks. Unfortunately, existing LM pipelines are typica…

1
Fireside Chat with LLM Startups // LLMs in Production Conference 3 31:12

5M ago31:12

31:12

// AbstractMartian is focused on building a model router to dynamically route every prompt to the best LLM for the highest performance and lowest cost. Corti, the Al Co-Pilot for health care uses Al to improve patient care, demonstrating the potential of Al in healthcare and medical decision-making. They recently raised $60M, with Prosus being one …

1
LLMs in Biomaterials Production // Pierre Salvy // #193 54:59

5M ago54:59

54:59

MLOps podcast #193 with Pierre Salvy, Head of Engineering at Cambrium, LLM in Material Production co-hosted by Stephen Batifol.// AbstractDelve into the world of proteins, genetic engineering, and the intersection of AI and biotech. Pierre explains how his company is using advanced models to design proteins with specific properties, even creating a…

1
Product Engineering for LLMs // LLMs in Production Conference Part III // Panel 2 31:45

5M ago31:45

31:45

// AbstractA product-minded engineering perspective on UX/design patterns, product evaluation, and building with AI.// BioCharles FryeCharles teaches people how to build ML applications. After doing research in psychopharmacology and neurobiology, he pivoted to artificial neural networks and completed a PhD at the University of California, Berkeley…

1
Enterprises Using MLOps, the Changing LLM Landscape, MLOps Pipelines // Chris Van Pelt // #192 47:49

5M ago47:49

47:49

MLOps podcast #192 with Chris Van Pelt, CISO and co-founder of Weights & Biases, Enterprises Using MLOps, the Changing LLM Landscape, MLOps Pipelines sponsored by @WeightsBiases . // AbstractChris, provides insights into his machine learning (ML) journey, emphasizing the significance of ML evaluation processes and the evolving landscape of MLOps. T…

1
Building Defensible AI Apps // Gregory Kamradt // #191 1:05:33

6M ago1:05:33

1:05:33

MLOps podcast #191 with Gregory Kamradt, Founder of @DataIndependent, Building Defensible AI Apps sponsored by @MilvusVectorDatabase . // AbstractDemetrios engages in a captivating conversation with Gregory Kamradt, an AI visionary deeply immersed in technology and product development. The discussion spans various challenges businesses encounter in…

1
Guarding LLM and NLP APIs: A Trailblazing Odyssey for Enhanced Security // Ads Dawson // #190 59:40

6M ago59:40

59:40

MLOps podcast #190 with Ads Dawson, Senior Security Engineer at Cohere, Guarding LLM and NLP APIs: A Trailblazing Odyssey for Enhanced Security.// AbstractAds Dawson, a seasoned security engineer at Cohere, explores the challenges and solutions in securing large language models (LLMs) and natural language programming APIs. Drawing on his extensive …

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Demetrios Brinkmann Podcasts

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