DeveloperWeek 2025: Full Schedule

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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

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

AI DevWorld

Session Type PRO Workshop Day (Tues)
Conferences AI DevWorld, AI DevWorld: AI/ML Engineering Conference, AI DevWorld: Industry AI Conference, AI for the Enterprise (AI DevWorld), Virtual, MLOps & AIOps (AI DevWorld)
In-Person/Virtual Virtual, Virtual Exclusive

3:00pm PST

[Virtual] PRO WORKSHOP (AI DevWorld): Mastering TensorFlow, PyTorch, and Open-Source Frameworks for AI and Machine Learning

Tuesday February 18, 2025 3:00pm - 3:50pm PST

VIRTUAL AI DevWorld Stage 1

Prashanth Lakshmi Narayana Chaitanya Josyula, Salesforce, Principal Member of Technical Staff (PMTS)
Taha Bouhsine, MLNomads, CEO

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

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 →

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 3:00pm - 3:50pm PST
VIRTUAL AI DevWorld Stage 1

AI DevWorld

Session Type PRO Workshop Day (Tues)
Conferences AI DevWorld, AI DevWorld: AI/ML Engineering Conference, Tensorflow & PyTorch & Open Source Frameworks (AI DevWorld), MLOps & AIOps (AI DevWorld), Virtual
In-Person/Virtual Virtual