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
🚀...

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 Mode...

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 ...

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

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 Siz...

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 popular...

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:...

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/
Twi...

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.<...

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://twitt...

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:/...

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 exploratio...

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-learnin...

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...

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:

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/

📲 Mar...

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,...

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 ...

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 ...