AGENDA

Dr. Waleed Kadous

Dr. Waleed Kadous Chief Scientist anyscale Conference Video https://youtube.com/watch?v=xa7k9MUeIdk%3Fsi%3D1C5hW7SZSSRygD_y Slides Presentation Title: LLMs in ProductionLearning from Experience Presentation Summary: At Anyscale, we’ve been leaders in helping customers deploy LLMs in production either directly or through the open source project Aviary.  Through that process we’ve learned a set of key lessons that we want to share […]

Michele Catasta

Michele Catasta VP of AI Replit Conference Video https://youtube.com/watch?v=KHOyL4W9TQ4%3Fsi%3DEUyQOQPSrehuFa3V Slides Presentation Title: What powers Replit Ghostwriter? Presentation Summary: At Replit, our mission is to empower the next billion software creators. Our users build software collaboratively with the power of AI, on any device, without spending a second on setup. We accomplished that by creating from […]

Jerry Liu

Jerry Liu Co-founder LlamaIndex Conference Video https://youtube.com/watch?v=xbeFAZl3uCk%3Fsi%3D0BACAsrWx9r07nge Slides Presentation Title: Practical Data Considerations for building Production-Ready LLM Applications Presentation Summary: Large Language Models (LLM’s) are starting to revolutionize how users can search for, interact with, and generate new content. Some recent stacks and toolkits around Retrieval Augmented Generation (RAG) have emerged where users are building […]

Andrew Hock

ANDY HOCK VP of PRODUCT Cerebras Presentation Title: How to Train Larger Models to Higher AccuracyUsing Less Compute Presentation Summary: Training state of the large language models requires a deep understanding of data preparation, model construction, hyperparameter tuning, and hardware infrastructure. In this talk, Cerebras Systems VP of Product Andy Hock will share best practices […]

Danny Bickson

Danny Bickson Founder and CEO Visual Layer Conference Video https://youtube.com/watch?v=ANXtoH0J0k4%3Fsi%3D4Mf6qptDNqrDVkUa Slides Presentation Title: From Mosquitoes to the Inside of Trash Bins Unbelievable Computer Vision Use Cases Presentation Summary: With the rapid growth of generative AI, an increasing number of companies are developing foundational vision models. These models demand billions of images for training and are […]

Yishay Carmiel

Yishay Carmiel CEO Meaning Conference Video https://youtube.com/watch?v=JhOg8NfxbOM%3Fsi%3D7O5Ub_rD-_-VwRCI Slides Presentation Title: The State of Generative AI for Audio Presentation Summary: The pursuit of achieving human-like generative AI for voice has been an enduring dream within the AI community.   This talk will delve into the key breakthroughs and techniques that have propelled the rapid progress in […]

Alexandra Johnson

Alexandra Johnson Founder Rubber Ducky Labs Slides Presentation Title: Recommender Systems Operations Presentation Summary: Your recommender system (RecSys) can make you a lot of money, but behind the scenes maintaining or improving performance is a challenge. After talking with 50+ RecSys teams across e-commerce, media, and consumer marketplaces, Rubber Ducky Labs has seen the emergence […]

Fabiana Clemente

Fabiana Clemente Chief Data Scientist YData Conference Video https://youtube.com/watch?v=ctEHnGz-Ueo%3Fsi%3DYL8FjKzr7FgzLI8z Slides Presentation Title: Missing data A synthetic data approach for missing data imputation Presentation Summary: Missing data imputation is one of the most challenging tasks. Depending on the context it can even lead to introduction of biases in our training set.   Get Recap Videos

Igor Markov

Igor Markov Research Scientist Meta Conference Video https://youtube.com/watch?v=Y-ffG_Tu3do%3Fsi%3D7Ju33R5Lu5KSX2a5 Slides Presentation Title: Current Limitations of Generative AI Presentation Summary: Generative AI for text, images and other data types raised excitement, hopes and company valuations.   Making good use of this momentum requires understanding pitfalls and limitations of the technology. Therefore, we review prominent limitations and discuss if/how […]