The Ins-and-Outs of Data Engineering
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The leading podcast on how to build a successful open source company. Learn from the founders of HashiCorp, Chronosphere, Vercel, MongoDB, DBT, mobile.dev and more!
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How AI Happens is a podcast featuring experts and practitioners explaining their work at the cutting edge of Artificial Intelligence. Tune in to hear AI Researchers, Data Scientists, ML Engineers, and the leaders of today’s most exciting AI companies explain the newest and most challenging facets of their field. Powered by Sama.
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Designing Enterprise Platforms: Hosted by Dan Woods, analyst at Early Adopter Research and contributor to leading tech publications, this podcast focuses how to create product-based platforms that can have a transformational impact. The goal is to understand how to combine and integrate products rather than build from scratch. All aspects of platform building are covered from technology, to change management, to integration strategies.
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E145: Bootstrapping an Open Source Monitoring Platform
38:46
38:46
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बाद में चलाएं
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38:46
Aliaksandr Valialkin and Roman Khavronenko are Co-Founders of VictoriaMetrics, the open source time series database and monitoring platform built alongside their open source project, also called victoriametrics. In this episode, we discuss the limitations to Prometheus and how ClickHouse inspired the founders to build VictoriaMetrics, how open sour…
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E144: How to Straddle Developers and Security Engineers
40:59
40:59
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40:59
Lars Kamp is Co-Founder & CEO of Fix, the continuous cloud security platform to help detect, prioritize, and remediate critical cloud risks using open source software like their inventory scanner. In this episode, we discuss the importance of getting CISOs involved early for solutions that touch developers and security teams, the importance of an a…
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LiveX Chief AI Officer, President, & Co-Founder Jia Li
29:48
29:48
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29:48
Jia shares the kinds of AI courses she teaches at Stanford, how students are receiving machine learning education, and the impact of AI agents, as well as understanding technical boundaries, being realistic about the limitations of AI agents, and the importance of interdisciplinary collaboration. We also delve into how Jia prioritizes latency at Li…
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Key Points From This Episode: Reid Robinson's professional background, and how he ended up at Zapier. What he learned during his year as an NFT founder, and how it serves him in his work today. How he gained his diverse array of professional skills. Whether one can differentiate between AI and mere automation. How Reid knew that partnering with Ope…
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E143: Bringing Software Engineering Best Practices to Data
39:31
39:31
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39:31
Tim Delisle and Nico Joseph are Co-Founders of FiveOneFour, the company attempting to bring a software developer-like experience to data and analytics stacks. Together, they're second-time founders who previously founded data integration company Datalogue, which Nike acquired in 2021. In this episode, we break down the software engineering practice…
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E142: Redefining Self-Serve Analytics with Dremio
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41:26
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41:26
Tomer Shiran is Founder of Dremio, the data lakehouse platform for self-service analytics and AI based on open source frameworks Apache Arrow, which the Dremio team created, and Apache Iceberg. Dremio has raised over $400M from investors including Norwest, Redpoint, Adams Street, Sapphire, Insight, and Lightspeed. They are currently valued at $2B. …
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E141: Building Companies on Open Source Standards - from Hortonworks to Mydecisive.ai
40:16
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40:16
Ari Zilka is CEO of mydecisive.ai, the general-purpose observability engine built on OpenTelemetry. Ari was previously the CTO of Hortonworks which built products on top of open source Apache Hadoop and merged with Cloudera in 2019. In this episode, we dig into the similar patterns Ari sees between Hortonworks / Hadoop and mydecisive.ai / OpenTelem…
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E140: Accelerating Enterprise AI Adoption with Better Agentic Workflows
35:13
35:13
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35:13
Mark Huang is Co-Founder of Gradient, the platform for enterprise agentic automation. Gradient recently open sourced their 4M context window finetune of Llama-3, which is the longest context window available today. Gradient has raised $10M from investors including Wing VC, Mango Capital, and Tokyo Black. In this episode, we dig into enterprise read…
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Leveraging Technology to Preserve Creativity with Justin Kilb
28:03
28:03
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28:03
In this episode of How AI Happens, Justin explains how his project, Wondr Search, injects creativity into AI in a way that doesn’t alienate creators. You’ll learn how this new form of AI uses evolutionary algorithms (EAs) and differential evolution (DE) to generate music without learning from or imitating existing creative work. We also touch on th…
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E139: Taking on AWS with an Open Source Alternative
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38:05
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38:05
Umur Cubukcu is Co-Founder of Ubicloud, the open source and portable cloud that can reduce cloud spend by 3–10x. Their project, also called ubicloud, has over 3K stars and provides elastic compute, block storage, virtual networking, managed Postgres, and IAM services. Ubicloud has raised $16M from investors including 500 Global and YC. In this epis…
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Gong VP of AI Platform Division Jacob Eckel
27:23
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27:23
Jacob shares how Gong uses AI, how it empowers its customers to build their own models, and how this ease of access for users holds the promise of a brighter future. We also learn more about the inner workings of Gong and how it trains its own models, why it’s not too interested in tracking soft skills right now, what we need to be doing more of to…
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E138: The Database Pioneer Behind Ingres, Postgres & DBOS
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38:28
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38:28
Michael Stonebraker is a legendary database system pioneer as the founder of Ingres, Postgres, and now DBOS. His work while at Berkeley and then MIT has been central to many relational database companies. His new company, DBOS, has raised $9M from investors including Engine Ventures and Construct Capital. This episode is a masterclass on the histor…
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E137: Monitoring Infrastructure with Chalk Marks
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40:13
John Viega is Co-Founder & CEO of Crash Override, the open source monitoring platform based on the Chalk project which has 22K stars on GitHub. Crash Override has raised $14M from investors including SYN Ventures, BVP & Firestreak Ventures. In this episode, we dig into what being "dev friendly" means, what their best performing content has been, st…
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Bobak further opines on the pros and cons of Perplexity and GPT 4.0, why the technology uses both models, the differences, and the pros and cons. Finally, our guest tells us why Brilliant Labs is open-source and reminds us why public participation is so important. Key Points From This Episode: Introducing Bobak Tavangar to today’s episode of How AI…
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E136: Creating the Vector Database for AI Application Developers
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39:35
Jeff Huber is Co-Founder of Chroma, the open source vector database. Their open source project, also called chroma, has 13K stars on GitHub. Chroma has raised $20M from investors including Quiet Ventures and Bloomberg Beta. In this episode, we dig into why vector databases are important for AI applications & why AI workloads are different, how thei…
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Dremio Tech Evangelist Andrew Madson
29:19
29:19
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29:19
Andrew shares how generative AI is used by academic institutions, why employers and educators need to curb their fear of AI, what we need to consider for using AI responsibly, and the ins and outs of Andrew’s podcast, Insight x Design. Key Points From This Episode: Andrew Madson explains what a tech evangelist is and what his role at Dremio entails…
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John Britton & Mike McQuaid are Co-Founders of Workbrew, the company that provides additional features and support for companies using Homebrew. Homebrew's main project, brew, is a wildly popular open source project with 40K GitHub stars and provides the missing package manager for macOS (or Linux). In this episode, we dig into John & Mike's histor…
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Theory Ventures General Partner Tom Tunguz
30:11
30:11
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30:11
Tom shares further thoughts on financing AI tech venture capital and whether or not data centers pose a threat to the relevance of the Cloud, as well as his predictions for the future of GPUs and much more. Key Points From This Episode: Introducing Tomasz Tunguz, General Partner at Theory Ventures. What he is currently working on including AI resea…
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E134: Making Complex Data RAG-Ready with Unstructured
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37:06
Brian Raymond is Founder & CEO of Unstructured, the platform to extract and transform complex data for use with every major vector database and LLM framework. Their open source project has 7K stars on GitHub and includes libraries and APIs that let users build custom preprocessing pipelines for labeling, training, and production machine learning pi…
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Teaching Machines to Smell with Theta Diagnostics CTO Kordel France
34:25
34:25
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34:25
Kordel is the CTO and Founder of Theta Diagnostics, and today he joins us to discuss the work he is doing to develop a sense of smell in AI. We discuss the current and future use cases they’ve been working on, the advancements they’ve made, and how to answer the question “What is smell?” in the context of AI. Kordel also provides a breakdown of the…
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E133: Reinventing Authorization with Google's Zanzibar Paper
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39:25
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39:25
Jake Moshenko is Co-Founder & CEO of AuthZed, the scalable authorization platform based on Google's Zanzibar white paper. Their open source permissions database spiceDB has 5K stars on GitHub and enables fine-grained access control for customer applications. AuthZed has raised $4M from investors including Work-Bench and Amplify. In this episode, we…
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E132: From General Purpose to Specialized Databases
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40:03
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40:03
Joran Dirk Greef is Founder & CEO of TigerBeetle, the open source financial transactions database. Their project, also called tigerbeetle, has over 7K stars and is a database designed for mission-critical workloads and performance. TigerBeetle has raised $6M from investors including Amplify. In this episode, we discuss why general purpose databases…
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E131: Why the Next Generation of Time Series Databases Will Be Multimodal
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34:21
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34:21
Niko West is Co-Founder & CEO of Rerun, the open source visualization engine for streams of multimodal data. Rerun has raised over $3M from investors including Costanoa. In this episode, we discuss how Rerun found early success in gaming, why building in Rust was important, how open source expanded the segments Rerun could serve, why they thought a…
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E130: Orchestrating AI Workloads with Union AI
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38:43
Ketan Umare is Co-Founder & CEO of Union AI, the scalable MLOps platform focused on AI orchestration based on the flyte open source project. Union AI has raised $29M from investors including NEA & Nava Ventures. In this episode, we dig into the differences between Union AI and Airflow, what's unique about orchestrating AI workloads, bringing softwa…
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E129: The Race to Help Build Custom AI Models
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38:39
Sahil Chaudhary is Founder of Glaive AI, the platform to build models that are faster, cheaper and outperform general purpose models with the help of synthetic data. In this episode, we discuss why education is so important for GenAI infra companies at this stage, how synthetic data helps companies move from prototype to production, why synthetic d…
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E128: Simplifying Complex Infrastructure with Encore
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33:49
André Eriksson is Founder & CEO of Encore, the backend development platform for startups building event-driven and distributed systems. This is Andre's second time on the Open Source Startup Podcast (first episode here) and, in this episode, we dig into their GTM strategy, why it was important for them to add Typescript support (in addition to Go),…
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E127: Reimagining VPNs with Tailscale
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43:19
Avery Pennarun is Co-Founder & CEO of Tailscale, the Wireguard-based VPN that reimagines secure, private networks. Tailscale has raised $115M from investors including Heavybit, Accel, CRV, and Insight. In this episode, we dig into what caused the team to reimagine zero trust security at the networking level, why they focus both on individual develo…
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E126: RisingWave's Take on Launching a New Database
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40:27
Yingjun Wu is Founder of RisingWave, a new open source stream processing database. RisingWave has raised $40M from investors including Yunqi Partners. In this episode, we discuss RisingWave's approach versus Apache Flink and other stream processing frameworks, why stream processing is important for real-time monitoring use cases, why they initially…
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E125: Let's Help Engineering Teams Productionize AI
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43:29
Andrew Hoh is Co-Founder of LastMile AI, the AI developer platform for engineering teams to productionize LLM applications. They take an "open periphery" stance on open source with projects like AIConfig to help developers build AI applications. LastMile AI has raised $10M from investors including Gradient, AME, Exceptional Capital, and Firsthand A…
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StoneX Group Director of Data Science Elettra Damaggio
28:51
28:51
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28:51
After describing the work done at StoneX and her role at the organization, Elettra explains what drew her to neural networks, defines data science and how she overcame the challenges of learning something new on the job, breaks down what a data scientist needs to succeed, and shares her thoughts on why many still don’t fully understand the industry…
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AWS Director of Product Management Mike Miller
32:13
32:13
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32:13
Mike Miller is the Director of Project Management at AWS, and he joins us today to share about the inspirational AI-powered products and services that are making waves at Amazon, particularly those with generative prompt engineering capabilities. We discuss how Mike and his team choose which products to bring to market, the ins and outs of PartyRoc…
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Key Points From This Episode: Welcoming Seth Walker to the podcast. The importance of being agile in AI. All about Seth’s company, Carrier, and what they do. Seth tells us about his background and how he ended up at Carrier. How Seth goes about unlocking the power of AI. The different levels of success when it comes to AI creation and how to measur…
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Google Cloud's VP Global AI Business Philip Moyer
28:32
28:32
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28:32
Philip recently had the opportunity to speak with 371 customers from 15 different countries to hear their thoughts, fears, and hopes for AI. Tuning in you’ll hear Philip share his biggest takeaways from these conversations, his opinion on the current state of AI, and his hopes and predictions for the future. Our conversation explores key topics, li…
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E124: Re-Focusing on Security - the Sysdig Story
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44:51
Loris Degioanni is Founder & CTO of Sysdig, the observability and container security company behind the Falco and Sysdig open source projects. Both projects are widely adopted, with 7K GitHub Stars each. Sysdig is a $2.5B company that has raised over $700M from investors including Insight, Accel, Bain, DFJ, Goldman Sachs, Third Point & Permira. In …
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Meta VP of AI Research Joelle Pineau
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21:45
Joelle further discusses the relationship between her work, AI, and the end users of her products as well as her summation of information modalities, world models versus word models, and the role of responsibility in the current high-stakes of technology development. Key Points From This Episode: Joelle Pineau's professional background and how she …
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E123: Real-time Video & Audio Infrastructure for Conversational AI
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44:15
Russ d'Sa is Founder of LiveKit, the real-time streaming audio, video, and data infrastructure platform for developers. Their open source project, also called livekit, provides the end-to-end stack for WebRTC and has over 6K stars on GitHub. In this episode, we dig into LiveKit's unique founding story with the idea coming from the founders' experie…
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E122: How Orkes is Building a Great Company on Conductor
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42:29
Jeu George is Co-Founder & CEO of Orkes, the orchestration engine based on the Conductor project. Conductor was originally created at Netflix but they have since discontinued support of the project. The team at Orkes has forked the project and is building a company around it. In this episode, we talk through the Conductor journey - from creating th…
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Alberta Machine Intelligence Institute Product Owner Mara Cairo
24:47
24:47
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24:47
Key Points From This Episode: Amii’s machine learning project management tool: MLPL. Amii’s ultimate goal of building capacity and how it differs from an agency model. Asking the right questions to ascertain the appropriate use for AI. Instances where AI is not a relevant solution. Common challenges people face when adopting AI strategies. Mara’s p…
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E121: Coding in the Cloud with Coder
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41:27
Kyle Carberry is Founder & CTO of Coder, the self-hosted remote development platform. Their project, also called coder, enables users to provision remote development environments via Terraform and has over 6K Github Stars. In this episode, we dig into the evolution of the browser-based coding movement, how Coder massively improved developer experie…
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E120: Building Better Python Tooling
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42:26
Charlie Marsh is Founder & CEO of Astral, builders of next-gen python tooling. Their first project, ruff, is an extremely fast Python linter and code formatter written in Rust and has 22K GitHub Stars. In this episode, we dig into why they started with a linter, getting to 8.5M monthly downloads, the impact of building with Rust, how they developed…
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E119: Building With Monorepos Using Nx
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41:23
Jeff Cross is Co-Founder & CEO of Nx, the build system for maintaining and scaling monorepos, both locally and on CI. Their project, also called nx, has over 20K stars on GitHub. Nx has raised $25M from investors including a16z & Nexus. In this episode, we discuss the benefits of using monorepos and the types of teams and codebases it works well fo…
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E118: Building React Framework Gatsby
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35:38
Kyle Mathews is Co-Founder & CTO of Gatsby, the front-end web development platform. Their open source framework, GatsbyJS, is widely adopted with 55K GitHub Stars. In Feb 2023, Gatsby was acquired by Netlify. In this episode, we discuss how GatsbyJS was able to grow incredibly fast, what features matter most for front-end development frameworks (sp…
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10 Years of FAIR at Meta with Sama Director of ML Jerome Pasquero
26:55
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26:55
Jerome discusses Meta's Segment Anything Model, Ego Exo 4D, the nature of Self Supervised Learning, and what it would mean to have a non-language based approach to machine teaching. For more, including quotes from Meta Researchers, check out the Sama Blogद्वारा Rob Stevenson
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RoviSys Director of Industrial AI Bryan DeBois
32:18
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पसंद
32:18
Bryan discusses what constitutes industrial AI, its applications, and how it differs from standard AI processes. We explore the innovative process of deep reinforcement learning (DRL), replicating human expertise with machines, and the types of AI approaches available. Gain insights into the current trends and the future of generative AI, the exist…
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1
E117: Taking on Datadog with Open Source Observability
37:46
37:46
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पसंद
37:46
Pranay Prateek is Co-Founder of Signoz, the open source observability platform with OpenTelemetry-native traces, metrics, and logs. Their open source project, also called Signoz, has over 15K GitHub Stars and helps developers monitor their applications and troubleshoot problems. Signoz has raised $7M from investors including SignalFire and Uncorrel…
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1
ML Pulse Report with Voxel51 CSO Jason Corso and Sama VP Duncan Curtis
49:53
49:53
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पसंद
49:53
2023 ML Pulse Report Joining us today are our panelists, Duncan Curtis, SVP of AI products and technology at Sama, and Jason Corso, a professor of robotics, electrical engineering, and computer science at the University of Michigan. Jason is also the chief science officer at Voxel51, an AI software company specializing in developer tools for machin…
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1
E116: From Open Source DataHub to Closed Source Metaphor
48:59
48:59
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पसंद
48:59
Mars Lan is Co-Founder and CTO of Metaphor, the modern data catalog that is described as the "Social Platform for Data." Metaphor was created by the founders of DataHub which is known as the leading open source metadata platform. Metaphor has raised over $10M from investors including Amplify, a16z, and Point72 Ventures. In this episode, we dig in…
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1
E115: End-to-End AI Lifecycle Management with ClearML
34:51
34:51
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34:51
Moses Guttmann is Co-Founder and CEO of ClearML, the end-to-end AI lifecycle platform for deep learning, machine learning, and Gen AI models. The company's project, also called clearml, provides experiment management, MLOps and data management capabilities and has 5K stars on GitHub. In this episode, we dig into the process of spinning out a projec…
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1
AMD Senior Director of AI Software Ian Ferreira
28:08
28:08
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पसंद
28:08
Sama 2023 ML Pulse Report ML Pulse Report: How AI Happens Live Webinar AMD's Advancing AI Event Our guest today is Ian Ferreira, the Chief Product Officer for Artificial Intelligence over at Core Scientific until they were purchased by his current employer Advanced Micro Devices, AMD, where he is now the Senior Director of AI Software. In our conve…
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1
E114: How OctoML Helps Developers Build with Llama 2 & Stable Diffusion
42:50
42:50
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पसंद
42:50
Tianqi Chen is Co-Founder and Chief Technologist of OctoML, the compute infrastructure platform for tuning and running generative models in the cloud. OctoML was founded by the creators of Apache TVM, the machine learning compiler framework for CPUs, GPUs, and accelerators. OctoML has raised $132M from investors including Amplify, Addition, Madrona…
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