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AI Portfolio Podcast
Mark Moyou, PhD
22 episodes
5 months ago
Machine Learning Youtuber Umar Jamil, His channel has some of the top technical explanations on technical topics related to Gen AI with over 50k followers. Follow/Connect: Umar LinkedIn: https://www.linkedin.com/in/ujamil/ Mark Linkedin: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 01:54 Umar's YouTube Channel 06:10 Umar's Data Science Journey 11:30 Show Your Work 16:35 Pre-Training 20:19 Research Without a PhD 22:22 Lessons Learned as a Research Scientist 23:41 Advice for T...
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Business
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All content for AI Portfolio Podcast is the property of Mark Moyou, PhD and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Machine Learning Youtuber Umar Jamil, His channel has some of the top technical explanations on technical topics related to Gen AI with over 50k followers. Follow/Connect: Umar LinkedIn: https://www.linkedin.com/in/ujamil/ Mark Linkedin: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 01:54 Umar's YouTube Channel 06:10 Umar's Data Science Journey 11:30 Show Your Work 16:35 Pre-Training 20:19 Research Without a PhD 22:22 Lessons Learned as a Research Scientist 23:41 Advice for T...
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Business
Episodes (20/22)
AI Portfolio Podcast
Umar Jamil: AI Research and Models, Learning How to Learn & Technical Content - AI Portfolio Podcast
Machine Learning Youtuber Umar Jamil, His channel has some of the top technical explanations on technical topics related to Gen AI with over 50k followers. Follow/Connect: Umar LinkedIn: https://www.linkedin.com/in/ujamil/ Mark Linkedin: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 01:54 Umar's YouTube Channel 06:10 Umar's Data Science Journey 11:30 Show Your Work 16:35 Pre-Training 20:19 Research Without a PhD 22:22 Lessons Learned as a Research Scientist 23:41 Advice for T...
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7 months ago
1 hour 30 minutes

AI Portfolio Podcast
Maxime Labonne: LLM Scientist Roadmap, AI Scientist, LLM Course & Open Source - AI Portfolio Podcast
Maxime Labonne, Co-author of the LLM Engineers Handbook, creator of the LLM course on github with over 40k stars, and author of Hands on Graph Neural Networks. Follow/Connect: Maxime LinkedIn:https://www.linkedin.com/in/maxime-labonne/ Mark Linkedin: https://www.linkedin.com/in/markmoyou/ Chapters: 📌 00:00 – Intro 📚 01:51 – Maxime: Books & Courses 🤖 07:30 – AI Scientist vs. AI Engineer 🚀 09:05 – Path to Becoming an AI Expert 🎓 11:13 – Do You Need a Degree? ⏳ 13:01 – How Long Does It Tak...
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8 months ago
1 hour 27 minutes

AI Portfolio Podcast
Tomás Hernando Kofman: Not Diamond, Gen AI Startups, AI systems and Routing - AI Portfolio Podcast
Tomás Hernando Kofman of Not Diamond, discussing about gen ai model routing. Follow/Connect: Tomas LinkedIn:https://www.linkedin.com/in/tomashk/ Mark Linkedin: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 01:56 Not Diamond 08:36 Router Problem 13:33 Time to Build v1 15:49 Human Categories 19:01 System Prompt 27:33 Prompt Drift 30:14 Guardrails 35:48 Model Spectrum 42:23 Caching 45:50 Training Router 54:44 Cost and Latency 01:01:22 Routing Across Agents 01:03:38 Prompt ...
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9 months ago
1 hour 33 minutes

AI Portfolio Podcast
Raza Habib: Humanloop, LLM and Prompting, Gen AI Performace - AI Portfolio Podcast
Dr. Raza Habib, CEO of HumanLoop, discussing the complexities of large language model (LLM) deployment, monitoring, and evaluation. Follow/Connect: Raza Linkedin: https://www.linkedin.com/in/humanloop-raza/ Mark LinkedIn: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 02:19 Humanloop 06:08 Prompt Management 13:26 LLM System 17:57 AI Guardrails 22:32 Workflow 27:14 User Generated Hyperparameters 31:30 LLM Routing 34:20 Prompt Engineering 38:22 Data Poisoning 45:17 Latency in LL...
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10 months ago
1 hour 31 minutes

AI Portfolio Podcast
Ravit Jain: Startup Marketing, Ravit Show, Content Creation and Role of Influencers - AI Portfolio
Ravit Jain of the Ravit Show, a top media outlet covering the latest trends in Data and AI Follow/Connect: Mark LinkedIn: https://www.linkedin.com/in/markmoyou/ Ravit Linkedin: https://www.linkedin.com/in/ravitjain/ Chapters: 00:00 Intro 02:26 Ravit Show 06:38 Data Orchestration 11:48 Gen AI Strategy 19:05 Skepticism 24:29 Prompt Engineering 29:53 Top 3 Problems to Invest In 36:44 Open Source Vs Enterprise 39:40 Developers as CEOs 43:07 Challenges in Value Offering 51:26 Targeting Act...
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10 months ago
1 hour 36 minutes

AI Portfolio Podcast
William A. Gaviria Rojas: CoactiveAI, Future of Creator Economy and AI Agents - AI Portfolio Podcast
Welcome to AI Porfolio Podcast Episode 17, Dr. William Gaviria Rojas, Cofounder of Coactive AI a data analytics platform for unstructured visual data at the largest scale. Follow/Connect: Mark LinkedIn: https://www.linkedin.com/in/markmoyou/ William Linkedin: https://www.linkedin.com/in/williamgaviria/ Chapters: 00:00 Intro 01:58 Billion Dollar Startup 02:57 Coactive AI 05:29 Market Size of MultiModal AI 07:43 Large Data Problem 14:56 Ideal Market 20:22 Ta...
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10 months ago
1 hour 15 minutes

AI Portfolio Podcast
Philip Rathle: GraphRAG, Neo4J CTO, Graphs and Vectors and Mission - AI Portfolio Podcast
Philip Rathle, the Chief Technical Officer of Neo4j, the popular graph database company which has now taken off by storm because of GraphRag, a new approach for making LLM Retrieval Augmented Generation applications more accurate by leveraging graphs, so you know today will be all about GraphRag and its impact on the market. Chapters: 00:00 Intro 02:09 Is AI Resurgence of Graph tech? 03:46 GraphRAG popularity 05:39 Top Use Cases in GenAI 11:08 Gen AI in supply chain 16:46 Graph and its type...
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1 year ago
1 hour 42 minutes

AI Portfolio Podcast
Kyle Kranen: End Points, Optimizing LLMs, GNNs, Foundation Models - AI Portfolio Podcast #011
Get 1000 free inference requests for LLMs on build.nvidia.com Kyle Kranen, an engineering leader at NVIDIA, who is at the forefront of deep learning, real-world applications, and production. Kyle shares his expertise on optimizing large language models (LLMs) for deployment, exploring the complexities of scaling and parallelism. 📲 Kyle Kranen Socials: LinkedIn: https://www.linkedin.com/in/kyle-kranen/ Twitter: https://x.com/kranenkyle 📲 Mark Moyou, PhD Socials: LinkedIn: https://www.linkedi...
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1 year ago
1 hour 30 minutes

AI Portfolio Podcast
Chris Deotte: Kaggle Competitions, LLM models and techniques, PhD and Technical Career
Kaggle Grandmaster Chris Deotte, he is currently ranked 1 on notebooks and discussions on Kaggle and is part of the KGMON team, Kaggle Grandmasters of NVIDIA. We’ll be discussing GEN AI and personalization, optimizing your kaggle game and other strategies to make progress in your career. Solution: https://arxiv.org/pdf/2408.04658 Mark Moyou, PhD Socials: LinkedIn: https://www.linkedin.com/in/markmoyou/ Twitter: https://twitter.com/MarkMoyou Chapters: 00:00 Intro 01:51 Current Gen AI 04:40 ...
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1 year ago
2 hours 1 minute

AI Portfolio Podcast
Chris Walton: The Art of Merchant, E-commerce, Gen AI in Retail Market - AI Portfolio Podcast #014
Chris Walton, a top expert in omnichannel retailing, has nearly 20 years of experience in retail and retail technology. As Co-CEO and Founder of Omni Talk, one of the fastest-growing retail blogs, he's a leading voice in the Retail Technology industry. Chris brings deep insights with a background at Target as VP of Store of the Future and Merchandising for Home Furnishings. He holds an MBA from Harvard and a BA from Stanford. Chris Walton Socials: LinkedIn: https://www.linkedin.com/in/chrisw...
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1 year ago
1 hour 24 minutes

AI Portfolio Podcast
Ramsri Goutham Golla: Micro Saas, Philosophy, Product Mindset - AI Portfolio Podcast
Ramsri, an AI expert with 12+ years of experience in AI and product development, specializing in computer vision and NLP. Ramsri is the founder of Questgen.ai and Supermeme.ai, innovative NLP SaaS apps. He also teaches NLP and AI SaaS courses at LearnNLP Academy and shares insights on Medium, Twitter, and YouTube. 📲 Ramsri Goutham Golla Socials: LinkedIn: https://www.linkedin.com/in/ramsrig/ Twitter: https://twitter.com/ramsri_goutham 📲 Mark Moyou, PhD Socials: LinkedIn: https://www.linkedi...
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1 year ago
2 hours 33 minutes

AI Portfolio Podcast
Serg Masis: AGI, Interpretable Machine Learning, Upcoming Book - AI Portfolio Podcast
Serg Masís, a renowned Data Scientist in the agriculture sector, with a multifaceted background in entrepreneurship and web/app development. Serg is also the author of the acclaimed book "Interpretable Machine Learning with Python." 📲 Serg Masís Socials: LinkedIn: https://www.linkedin.com/in/smasis/ 📲 Mark Moyou, PhD Socials: LinkedIn: https://www.linkedin.com/in/markmoyou/ Twitter: https://twitter.com/MarkMoyou 📗 Chapters 00:00 Intro 03:02 Interpretable Machine Learning System 11:06 post-...
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1 year ago
1 hour 54 minutes

AI Portfolio Podcast
Sanyam Bhutani: LLM Experimentation, Podcasting Insights, and AI Innovations - AI Portfolio Podcast
Sanyam Bhutani, a leading figure in the data science community. Sanyam is a Sr. Data Scientist at H2O.ai, with previous tenures at Weights & Biases and H2O.ai, and an International Fellow at fast.ai. As a Kaggle Grandmaster, his contributions to the field are well-recognized and highly respected. Sanyam delves into the nuances of fine-tuning and optimizing Large Language Models (LLMs). He provides a detailed exploration of the current state and future potential of LLMs, breaking down the...
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1 year ago
1 hour 21 minutes

AI Portfolio Podcast
Radek Osmulski: Kaggle Grandmaster, Meta Learning, Career Growth & Coding - AI Portfolio Podcast
Radek Osmulski, a Senior Data Scientist specializing in Recommender Systems at NVIDIA, brings a wealth of experience to the table. With a foundation laid by Fast.ai's Deep Learning course, Radek has honed his skills through extensive project work, emerging as a champion in Kaggle competitions. Radek sheds light on his role at NVIDIA, sharing valuable insights gained from his time there and delving into topics like meta-learning and the path to mastery in machine learning. 📲 Radek Osmulski So...
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1 year ago
1 hour 37 minutes

AI Portfolio Podcast
Harpreet Sahota: Tinkering with AI, LLM Evaluations, DevRel & Personal Brand - AI Portfolio Podcast
Harpreet brings a trove of knowledge and insights to the table. In this engaging conversation, we explore various facets of his expertise, from his role in developer relations to his deep understanding of Large Language Models (LLMs) and their evaluation. Harpreet provides invaluable insights into the intricacies of LLM evaluation, shedding light on methodologies, challenges, and best practices. His deep understanding of LLMs stems from years of hands-on experience and a commitment to pushing...
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1 year ago
1 hour 35 minutes

AI Portfolio Podcast
Demetrios Brinkmann: MLOps Community, LLM, Marketing and Podcasting - AI Portfolio Podcast
Demetrios Brinkmann, the Founder and CEO of MLOps Community, as he shares his expertise on the dynamic landscape of Machine Learning Operations (MLOps) and the transformative impact of Large Language Models (LLMs). He also highlights the importance of authenticity and fun in community building, addresses common challenges in MLOps, and shares his experiences leading a technical community. 📲 Demetrios Brinkmann Socials: LinkedIn: https://www.linkedin.com/in/dpbrinkm/ Twitter: https://twitter....
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1 year ago
1 hour 46 minutes

AI Portfolio Podcast
Sujatha Sundararaman: Music Recommendations & Generative AI in Music - AI Portfolio Podcast
Sujatha Sundararaman, a distinguished engineering leader and Head of Search, Understanding, and Voice at Google's YouTube Music (YTM). With a stellar track record in both startup and enterprise environments, Sujatha excels in steering ideas from conception to successful, revenue-generating products. 📲 Sujatha Sundararaman Socials: LinkedIn: https://www.linkedin.com/in/sujatha-sundararaman-49a339/ 📲 Mark Moyou, PhD Socials: LinkedIn: https://www.linkedin.com/in/markmoyou/ Twitter: http...
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1 year ago
1 hour 40 minutes

AI Portfolio Podcast
Mike Tamir: LLM for Teams, RAG, Leadership and Enterprise vs Open Source LLMs - AI Portfolio
In this episode, Mike shares his extensive expertise in building and leading high-performance machine learning teams, delivering cutting-edge data products, and leveraging state-of-the-art technologies for various real-world applications. His contributions in text comprehension using large language models (LLMs), image recognition, Graph Neural Networks (GNNs), learned representation-based recommender systems, targeted advertising, time series forecasting, user understanding, and customer ana...
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1 year ago
1 hour 40 minutes

AI Portfolio Podcast
Igor Jablokov: Enterprise Knowledge Management, Augmented Intelligence IBM & Pryon - AI Portfolio
Igor Jablokov, the visionary Founder and CEO of Pryon, an AI company at the forefront of innovation in enterprise knowledge management. In this captivating podcast episode, we delve into Igor's remarkable journey, from his formative years at IBM to his pivotal decision to establish Pryon. Fueled by a deep-seated impatience with the pace of AI commercialization, Igor embarked on a mission to bridge the gap between AI invention and real-world application. 📲 Igor Jablokov Socials: LinkedIn: htt...
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1 year ago
1 hour 18 minutes

AI Portfolio Podcast
Jacopo Tagliabue: Data Workloads, Recommender Systems, Startups and LLM Developments - AI Portfolio
Jacopo Tagliabue is one of the most honest and talented open-source contributors in the Data Science community, previously focusing on NLP and Recommender Systems. Currently, he eats pizza, plays very occasional tennis, and is building a data pipeline company, Bauplan. A true founder and builder at heart, Jacapo and team pioneered the movement for doing data science at reasonable scale. His NLP company Tooso, was acquired by Coveo where he led Data Science for search all the way to an IPO. ...
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1 year ago
1 hour 40 minutes

AI Portfolio Podcast
Machine Learning Youtuber Umar Jamil, His channel has some of the top technical explanations on technical topics related to Gen AI with over 50k followers. Follow/Connect: Umar LinkedIn: https://www.linkedin.com/in/ujamil/ Mark Linkedin: https://www.linkedin.com/in/markmoyou/ Chapters: 00:00 Intro 01:54 Umar's YouTube Channel 06:10 Umar's Data Science Journey 11:30 Show Your Work 16:35 Pre-Training 20:19 Research Without a PhD 22:22 Lessons Learned as a Research Scientist 23:41 Advice for T...