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Tuesday, February 18
 

10:00am PST

[Virtual] PRO WORKSHOP (AI DevWorld): GenAIOps: Building Robust and Secure GenAI Systems
Tuesday February 18, 2025 10:00am - 10:50am PST
Jason Kelly, Fremont AI, CEO

POCs and prototypes are exciting, but productionizing and scaling Generative AI applications is hard. How do you effectively monitor compliance, privacy, and safety? How do you support multiple models and use cases while avoiding vendor lock-in? And how do you help teams build their apps without reinventing the wheel or creating security vulnerabilities?

Whether your developers are wrapping third-party GenAI APIs or self-hosting a complex stack with RAG frameworks and fine-tuned LLMs, the landscape is filled with tools and frameworks that promise solutions. In this vendor-agnostic session, you'll get a detailed look at GenAIOps principles and tools. With real-world examples and sample code, you’ll learn how to navigate these challenges and leverage Generative AI with confidence.

We'll cover:

- Examples of GenAI pitfalls and business risk they create
- Components of a GenAIOps stack: Monitoring, Guardrails, API Management, Security, Developer Experience
- How GenAI integrates with the standard SDLC
- Examples from interviews with real-world teams in industry
- How-To: Deployable sample code for a cloud environment showing these guidelines in action [GitHub link to be included]
Speakers
avatar for Jason Kelly

Jason Kelly

CEO, Fremont Robotics
Jason Kelly is a tech entrepreneur with deep experience in applied autonomy and industrial AI. He is CEO of Fremont Robotics, a startup dedicated to automating dull, dirty, and dangerous tasks across manufacturing, energy, facilities management, and more.
Tuesday February 18, 2025 10:00am - 10:50am PST
VIRTUAL AI DevWorld Main Stage
  AI DevWorld

10:00am PST

[Virtual] PRO WORKSHOP (ProductWorld): Launching an AI Product 101: A Blueprint for Success
Tuesday February 18, 2025 10:00am - 10:50am PST
Nimisha Sharath, Uber, Senior Product Manager

Recall those AI-infused products that stumbled in the wild? They caused rollbacks, discontinuations, and hefty financial losses for companies. Nimisha, having crafted and launched numerous ML/AI products across organizations, shares her battle-tested blueprint to launch successful AI products that scale.

From product discovery to legal considerations, metrics, AB testing, GTM, and model quality maintenance, she guides you toward creating AI products that truly endure.
Speakers
avatar for Nimisha Sharath

Nimisha Sharath

Senior Product Manager, Uber
Nimisha Sharath is a data scientist turned product with 7 years of experience across Microsoft, Instacart and Uber. She's dabbled with Ads Tech, Multimedia experiences on ChatGPT, Personalized Promotions and most recently, Road Safety. She is a highly strategic, data driven PM with... Read More →
Tuesday February 18, 2025 10:00am - 10:50am PST
VIRTUAL ProductWorld Main Stage

11:00am PST

[Virtual] PRO WORKSHOP (AI DevWorld): Enterprise AI Applications - Real-World Use Cases from Predictive to Generative AI
Tuesday February 18, 2025 11:00am - 11:50am PST
Manas Talukdar, Labelbox, Director of Engineering

This talk will discuss the latest trends in AI and how they are being applied in the enterprise. We will cover a range of topics from predictive analytics to generative AI, and provide real-world use cases and actual enterprise AI applications that demonstrate the impact of these technologies on business outcomes. The session will also explore the challenges and opportunities that organizations face when implementing AI solutions, and provide insights into best practices for successful AI adoption. We will also discuss best practices for building and deploying AI applications for the enterprise, and how to ensure that they are robust, reliable, and scalable. 
Speakers
avatar for Manas Talukdar

Manas Talukdar

Director of Engineering, Labelbox
Manas Talukdar is a senior industry leader in Data Infrastructure and Enterprise AI. He has significant experience designing and developing products in artificial intelligence and large-scale data infrastructure, used in mission critical sectors across the world. He is a senior member... Read More →
Tuesday February 18, 2025 11:00am - 11:50am PST
VIRTUAL AI DevWorld Main Stage

1:00pm PST

[Virtual] PRO WORKSHOP (AI DevWorld): Hitchhikers Guide to Secure AI Development
Tuesday February 18, 2025 1:00pm - 1:50pm PST
Ankur Chowdhary, 6Sense, Staff Security Engineer

In this talk I will discuss how organizations can define the scope of AI security based on understanding the context of AI use and integrate secure AI development lifecycle as a part of existing software development lifecycle (SDLC) practices. The talk will also cover metrics during each phase of AI development that should be considered for establishing the success criteria of secure and responsible development of AI system for an organization. 
Speakers
avatar for Ankur Chowdhary

Ankur Chowdhary

Staff Security Engineer, Appsec, 6Sense
Dr. Ankur Chowdhary is a cybersecurity researcher. He received Ph.D. (2020) and M.S. (2015) with specialization in cybersecurity from Arizona State University (ASU). His research interests include appsec, cloud security and AI/ML in cybersecurity.
Tuesday February 18, 2025 1:00pm - 1:50pm PST
VIRTUAL AI DevWorld Stage 1

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

2:00pm PST

[Virtual] PRO WORKSHOP (ProductWorld): Turning a Technology to a Product: Perspective from Building AI Infrastructure at Google
Tuesday February 18, 2025 2:00pm - 2:50pm PST
Rishiraj Pravahan, Google, Product Manager

This talk will explore how a technology capability can be transformed into a product. The talk will focus on what it means to have a product view of a technical capability and how to reason about a particular tech as a product. The talk will use examples from my experience of working on AI infrastructure to highlight the product point of view while discussing its challenges and advantages.
 
Speakers
avatar for Rishiraj Pravahan

Rishiraj Pravahan

Group Product Manager, Google AI infrastructure
I am PhD particle physicist turned intra/entrepreneur turned Product Manager, with a penchant for technology to solve complex real-world problems. I bring imagination and a fundamental understanding of technology to identify how, when, and where to use a particular tool to solve a... Read More →
Tuesday February 18, 2025 2:00pm - 2:50pm PST
VIRTUAL ProductWorld Main Stage

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

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