Cody Coleman
Cody Coleman CEO & co-founderCoactive AI Presentation Title: Tackling Socioeconomic Bias in Machine Learning Presentation Summary: Despite the meteoric rise of ML, most commercially available datasets only represent a small fraction of humanity, with a skew towards high-income populations. To combat algorithmic bias, businesses need to train their ML algorithms on datasets that are representative […]
Vipul Raheja
Vipul Raheja Applied Research ScientistGrammarly Presentation Title: Text Revision with Large Language Models — Challenges and Opportunities Presentation Summary: Text revision is a complex, iterative process. It is no surprise that human writers are unable to simultaneously comprehend multiple demands and constraints of the task of text revision when producing well-written texts, as they are […]
Merrin Kurian
Merrin Kurian Principal Engineer and ArchitectAI PlatformIntuit Presentation Title: Intuit GenOS: Accelerating GenAI powered experiences at Scale Presentation Summary: Intuit is building GenAI powered experiences across its entire product portfolio of TurboTax, QuickBooks, Mailchimp and CreditKarma. To achieve this goal, we built GenOS: it provides out of the guardrails for Responsible AI development, enables Rapid […]
Sudeep Das
Sudeep Das Head of Machine LearningDoorDash Inc. Presentation Title: Unleashing the Power of Large Language Models at DoorDash for a Seamless Shopping Adventure Presentation Summary: At DoorDash, our expansion into various services like groceries, convenience, and retail goes hand in hand with our commitment to advanced machine learning, especially the integration of Large Language Models […]
Kanika Narang
Kanika Narang Research ScientistMeta Platforms Inc. Presentation Title: On-Device LLMs: Unleashing the Power of Conversational AI for Mobile and Wearable Devices Presentation Summary: Large Language Models (LLMs) have captured the attention of the tech world with their remarkable common-sense reasoning and generalizability. However, their large size and server transfer requirements can make them resource-intensive and […]
Etienne Dilocker
Etienne Dilocker CTOWeaviate Presentation Title: Beyond the Basics: Advanced Vector Search Techniques in Large-Scale E-Commerce Presentation Summary: Let me take you onto an in-depth journey of the challenges and unique solutions it took to deliver web-scale vector search in the e-commerce domain. Large-scale shopping platforms come with specific challenges that have traditionally been an issue […]
Sarmad Qadri
Sarmad Qadri CEOLastMile AI Presentation Title: Generative AI Development for Software Engineers Presentation Summary: For AI to be truly democratized, software engineers will have to be at the forefront of AI application development. What does the software development workflow look like for generative AI apps? This talk will show how things like version control, evaluation […]
Konstantina Christakopoulou
Konstantina Christakopoulou Senior Research Engineer GOOGLE DEEPMIND Presentation Title: ALLY: LLM-based Assistive Recommendation Presentation Summary: Large Language Models (LLMs) have demonstrated impressive capabilities for natural language understanding and generation. What if we power recommender systems with LLMs that can reason through user activities on the platform, and can help plan recommendations accordingly? Equipped with UXR […]
Nir Shavit
Nir Shavit Professor:Electrical Engineering Computer Science MIT Presentation Title: Sparsity in Deep Neural Nets Presentation Summary: TBA Register Now for 2024
Jerry Liu 2024
Jerry Liu Co-founder LlamaIndex 2023 Conference Video https://youtube.com/watch?v=xbeFAZl3uCk%3Fsi%3D0BACAsrWx9r07nge 2023 Slides 2023 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 […]
