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Subject: AI DevWorld: AI/ML Engineering Conference clear filter
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Tuesday, February 18
 

12:00pm PST

[Virtual] PRO WORKSHOP (AI DevWorld): Mastering TensorFlow, PyTorch, and Open-Source Frameworks for AI and Machine Learning
Tuesday February 18, 2025 12:00pm - 12:50pm PST
Prashanth Lakshmi Narayana Chaitanya Josyula, Salesforce, Principal Member of Technical Staff (PMTS)
Taha Bouhsine, MLNomads, CEO

Anant Kumar, Salesforce, Tech Lead

In this comprehensive technical session, dive deep into the world of TensorFlow, PyTorch, and other cutting-edge open-source frameworks that are transforming the landscape of Artificial Intelligence (AI) and Machine Learning (ML).

We will explore the strengths and unique features of these popular frameworks, providing a hands-on comparison to help you understand which one best suits various AI/ML tasks. Whether you are building neural networks, implementing deep learning models, or deploying large-scale machine learning solutions, this session will equip you with the knowledge and skills to make informed decisions about the right tools for your projects.
Speakers
avatar for Anant Kumar

Anant Kumar

Tech Lead, Salesforce
As a Lead Member of Technical Staff at Salesforce, I currently lead the Big Data Compute Services team within the Einstein AI platform, where I architect and manage data lake solutions that provide critical APIs for AI model training. Our platform powers Salesforce's predictive and... Read More →
avatar for Taha Bouhsine

Taha Bouhsine

CEO, MLNomads
Taha Bouhsine is an AI/ML Google Developer Expert specializing in Deep Learning, with a focus on white-box models, multimodal systems, and self-supervised learning. He has published research in aviation safety, civil engineering, security, and remote sensing, collaborating with global... Read More →
avatar for Prashanth Lakshmi Narayana Chaitanya Josyula

Prashanth Lakshmi Narayana Chaitanya Josyula

Principal Member of Technical Staff (PMTS), Salesforce
Hello! I’m Prashanth, an avid connoisseur of technical literature and a dedicated practitioner in the field of programming. With a deep-seated passion for technology, I excel in crafting sophisticated code and exploring cutting-edge innovations.Currently serving as a Principal Member... Read More →
Tuesday February 18, 2025 12:00pm - 12:50pm PST
VIRTUAL AI DevWorld Stage 1 https://app.events.ringcentral.com/events/developerweek-productworld-ai-devworld-2025/reception

2:00pm PST

[Virtual Exclusive] PRO WORKSHOP (AI DevWorld): Introduction to Snowflake for Unstructured Data
Tuesday February 18, 2025 2:00pm - 2:50pm PST
Josh Reini, Snowflake, Developer advocate

In this talk I will do an introduction to loading and parsing unstructured data for RAG applications in the cloud using Snowflake. I will also show how the data can be used for state-of-the-art hybrid search using Cortex Search, the not-so-secret sauce that makes Cortex Search so performant (including OSS Arctic Embed!), and how to measure search performance with OSS TruLens. 
Speakers
avatar for Josh Reini

Josh Reini

Developer Advocate, Snowflake
Josh is a developer advocate at Snowflake and maintainer of OSS TruLens for evaluating and tracking LLM apps. Josh has delivered tech talks and workshops to thousands of developers at events including Snowflake World Tour, Global AI Conference, NYC Dev Day, LLMs and the Generative... Read More →
Tuesday February 18, 2025 2:00pm - 2:50pm PST
VIRTUAL Dev Exec World https://app.events.ringcentral.com/events/developerweek-productworld-ai-devworld-2025/reception

2:00pm PST

[Virtual Exclusive] PRO WORKSHOP (AI DevWorld): Running Billion-Scale Similarity Search at LLM Production Systems
Tuesday February 18, 2025 2:00pm - 2:50pm PST
Ohad Levi, Hyperspace, Founder and CEO

Search databases are integral to information retrieval and facilitation of similarity-based content discovery, playing a pivotal role in generative AI tech stack. Within this framework, the synergy of lexical and vector search algorithms enables the combination of structured and unstructured data, optimizing the precision, diversity and efficiency of LLM and RAG systems.

As a result, the demand for powerful search infrastructure is higher than ever: organization data is growing exponentially, while millions to billions of documents are becoming standard and the search queries become more resource-intensive, presenting significant performance, scalability and cost challenges at production-grade systems.

In this session we will explore various techniques to address those challenges, from space reduction to approximation methods as well as a range of acceleration technologies, which are highly parallelizable and designed for large scale real-time production systems. Transitioning from lab to production is not always seamless and contributing to the failure of numerous AI projects, the session target is to provide insights and solutions directly impacting the efficiency and success of future Gen AI applications.
Speakers
avatar for Ohad Levi

Ohad Levi

Founder and CEO, Hyperspace
Co-founder & CEO at Hyperspace | Building the world's fastest search engine
Tuesday February 18, 2025 2:00pm - 2:50pm PST
VIRTUAL AI DevWorld Main Stage https://app.events.ringcentral.com/events/developerweek-productworld-ai-devworld-2025/reception
 

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