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Subject: AI DevWorld: Industry AI Conference clear filter
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Thursday, February 13
 

11:00am PST

PRO Session: Reproducible AI with Langchain and lakeFS
Thursday February 13, 2025 11:00am - 11:25am PST
Amit Kesarwani, Treeverse, Director, Solution Architecture



Langchain has become one of the most popular frameworks for anyone building custom, generative AI-driven apps powered by LLMs, that leverage RAG for the most enhanced results. But like all data products, these applications are really only as good as the org data fed into them.

In this live session you’ll learn how to build a reproducible AI app pipeline with Langchain & lakeFS, including how to build a RAG chatbot, while iteratively tuning it for best results leveraging Delta Lake’s temporal versions, you’ll come away with improved methods for data reproducibility for custom AI apps.
Speakers
avatar for Amit Kesarwani

Amit Kesarwani

Director, Solution Architecture, Treeverse
Amit heads the solution architecture group at Treeverse, the company behind lakeFS, an open-source platform that delivers a git-like experience to object-storage based data lakes. Amit has 30+ years of experience as a technologist working with fortune 100 companies as well as start-ups... Read More →
Thursday February 13, 2025 11:00am - 11:25am PST
AI DevWorld MAIN STAGE

11:00am PST

OPEN Session: AI Startup Alley - Showcase
Thursday February 13, 2025 11:00am - 11:50am PST

1. Jan Jezabek (CEO)
Juliusz Kuciakowski (ML Engineer)


2. Julien Lauret (CEO)
Angelica Handover (COO)
OpenSeal

3. Pracheer Gupta (Co-founder & CEO)
Stephen Wood (Product Manager)
JigsawML
Speakers
avatar for Jan Jezabek

Jan Jezabek

CEO, Komotiv
avatar for Julien Lauret

Julien Lauret

CEO & Founder, OpenSeal
avatar for Angelica Handover

Angelica Handover

COO, OpenSeal
avatar for Pracheer Gupta

Pracheer Gupta

Co-founder & CEO, JigsawML
avatar for Stephen Wood

Stephen Wood

Product Manager, JigsawML
avatar for Juliusz Kuciakowski

Juliusz Kuciakowski

ML Engineer, Komotiv
Sponsors
avatar for JigsawML

JigsawML

JigsawML is an AI-powered Cloud Management Platform that leverages dynamic knowledge graphs and AI agents to help enterprises manage their cloud operations more effectively.
avatar for Komotiv

Komotiv

Our mission is to enable end-to-end machine learning for LLM agent workflows. Rather than using arcane prompt engineering or one-off heuristics, our approach allows to automatically pinpoint and rectify the causes of issues using self-hosted models.
avatar for OpenSeal

OpenSeal

OpenSeal builds the  operational growth brain of ambitious companies. Our ambient intelligence  platform guides teams in real-time, connecting actions to metrics while  automating insight capture and knowledge sharing. We help growth teams get  more shots on goals, miss less... Read More →
Thursday February 13, 2025 11:00am - 11:50am PST
CloudNative World Stage

1:00pm PST

OPEN Session: Compute Orchestration
Thursday February 13, 2025 1:00pm - 1:25pm PST
Patrick Lundquist, Clarifai, Staff Engineer

AI’s development and deployment demands robust infrastructure to handle complexity, scale, and performance, all while keeping costs in check. The answer? Orchestration. A Compute Orchestration Layer, for example, can reduce compute costs by up to 90% while enabling seamless scalability and effectiveness.

In this session, Patrick Lundquist, Staff Engineer at Clarifai, will share how full-stack AI orchestration empowers the developer by simplifying AI development. Through real-world use cases, we’ll explore how organizations are leveraging Compute Orchestration to:

Save developer time with SDKs and CLI that streamlines the model build process

Easily manage configuration and dependencies so you can get back to building AI

Streamline AI development by unifying tools and usage in a centralized control plane with robust governance.

Attendees will leave with actionable insights into how orchestration can transform their AI workflows, along with real-world examples of how leading organizations have implemented these solutions to drive innovation at scale.
Speakers
avatar for Patrick Lundquist

Patrick Lundquist

Staff Engineer, Clarifai
Patrick has over a decade of experience building software infrastructure, cloud computing, and security products from conception to MVP to global scale. He is currently a lead developer on Clarifai's compute orchestration team where he focuses on building performant solutions to deploying... Read More →
Thursday February 13, 2025 1:00pm - 1:25pm PST
AI DevWorld Stage

2:00pm PST

OPEN Session: From Thought to Action: How Agentic AI Will Reshape Enterprise AI
Thursday February 13, 2025 2:00pm - 2:25pm PST
Utkarsh Contractor, Aisera, VP of AI

Enterprises are on the cusp of a transformative shift. They are moving beyond task-specific AI to embrace agentic systems capable of autonomous decision-making and actions through probabilistic reasoning. This evolution marks a new era of autonomy, where AI not only augments human capabilities but also drives business outcomes by:
- Optimizing Operations: Self-regulating systems enhance efficiency, ensure compliance, and proactively mitigate risks.
- Accelerating Innovation: Data-driven insights fuel strategic decision-making, enabling rapid market adaptation.
- Enhancing Customer Experience: Intelligent agents anticipate customer needs, delivering personalized solutions.

Although the potential benefits are immense, successful implementation demands a strategic approach that encompasses ethical considerations, security, and complexity management.

Join Utkarsh Contractor, VP of AI/ML at Aisera, as we explore the opportunities and challenges of this paradigm shift and how organizations can harness agentic AI to achieve sustained competitive advantage.
Speakers
avatar for Utkarsh Contractor

Utkarsh Contractor

VP of AI, Aisera
Utkarsh Contractor is the VP of AI at Aisera, where he leads the AI team working on Enterprise LLMs and GenAI applications. He is also a Senior Research Fellow at Stanford University, focusing his research and experiments on intersection of language and vision in large multimodal... Read More →
Thursday February 13, 2025 2:00pm - 2:25pm PST
DeveloperWeek MAIN STAGE

2:00pm PST

PRO Session: Embeddings: Core Concepts for Developers
Thursday February 13, 2025 2:00pm - 2:25pm PST
Jocelyn Matthews, Pinecone, DevRel, Head of Community

If you had a collection of every kind of animal on earth, from mules to narwhals to goldfish, how would we pick out just the animals that are housepets? And how does AI distinguish between a pack mule and a Moscow Mule?

Embeddings are numerical representations that capture the essential features and relationships of discrete objects, like words or images, in a continuous vector space, enabling tasks such as semantic search, clustering, and recommendations.

This is a dense but entertaining talk about the core concepts of embeddings, ranging from multidimensional vector space to the ever-familiar box of crayons we used as kids. The presentation will cover fundamental concepts, including how embeddings represent various data types, the importance of context sensitivity, and between dimensionality.

The talk introduces specialized terms and breaks them down into simple, everyday examples to help learners relate difficult concepts to familiar things. Then, we build back up to the specialized terms to deepen understanding.

Attendees will gain a clear understanding of how embeddings work, their benefits, and why they are leveraged in machine learning tasks
Speakers
avatar for Jocelyn Matthews

Jocelyn Matthews

DevRel, Head of Community, Pinecone
Jocelyn Matthews works at Pinecone, where she is responsible for building and nurturing the technical community. Her focus is to grow a vibrant ecosystem to which everyone brings their best selves. Jocelyn is a former Rosberg-Geist Fellow at the Center for African Studies at UC Berkeley... Read More →
Thursday February 13, 2025 2:00pm - 2:25pm PST
AI DevWorld MAIN STAGE
 

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