API World + CloudX + DataWeek 2025: Full Schedule

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9:00am PDT

[Virtual] PRO WORKSHOP (API): No-Code, No-Training, Just Connect: How Adaptive Agents Redefine AI Automation with APIs

Wednesday September 10, 2025 9:00am - 9:50am PDT

VIRTUAL API World -- Workshop Stage A (PRO)

Saldin Samuel, Haiva, Co-Founder

Building AI agents has traditionally required model training, infrastructure setup, and complex orchestration. What if AI agents could just connect to your APIs and start working? This session introduces Adaptive Agents, a new class of no-code, real-time agents that plug into your existing API infrastructure—instantly automating workflows without moving data. Whether you're building SaaS tools, B2B platforms, or AI-first products, this talk will show how to use Adaptive Agents to build scalable, multilingual, and intelligent experiences in minutes.

Speakers

Saldin Samuel

Co-Founder, haiva.ai

Saldin Samuel is the Founder and CEO of Haiva.ai, and the visionary behind Adaptive Agents—a transformative AI architecture that enables automation by connecting directly to APIs and databases without data movement, model tuning, or code. A recognized thought leader in the AI and... Read More →

Wednesday September 10, 2025 9:00am - 9:50am PDT
VIRTUAL API World -- Workshop Stage A (PRO)

API World

Additional Topics AI/ML
Talk Type PRO Workshop Day (Wed)
Tracks APIs and AI (API World), API World, API Program and Developer Relations (API World), Virtual
In-Person/Virtual Virtual

9:00am PDT

[Virtual] PRO WORKSHOP (DataWeek): Building a RAG System for Video Search and Analysis

Wednesday September 10, 2025 9:00am - 9:50am PDT

VIRTUAL DataWeek -- Main Stage

Elizabeth Fuentes Leone, AWS, Developer Advocate

This talk addresses the challenge of making video content searchable and analyzable using modern AI techniques. While text and image RAG systems are common, video presents unique challenges due to its multimodal nature combining visual frames and audio content.

Speakers

Elizabeth Fuentes Leone

Developer Advocate, AWS

As a Data Analytics and Machine Learning/Artificial Intelligence (ML/AI) Specialist, my mission is to break down complex concepts into easily understandable terms. I strive to develop innovative solutions that tackle real-world challenges effectively. By sharing my knowledge and experience... Read More →

Wednesday September 10, 2025 9:00am - 9:50am PDT
VIRTUAL DataWeek -- Main Stage

DataWeek

Talk Type PRO Workshop Day (Wed)
Tracks DataWeek, Data Science and Machine Learning (DataWeek), Data Engineering / Architecture and Streaming (DataWeek), Virtual
In-Person/Virtual Virtual

9:00am PDT

[Virtual] PRO WORKSHOP (DataWeek): Democratizing AI: Ensuring Security, Governance, and Compliance in AI Development

Wednesday September 10, 2025 9:00am - 9:50am PDT

VIRTUAL DataWeek -- Workshop Stage C (PRO)

David Adeleke, ZeeH Technologies, CEO

In this session, we will explore how the democratization of AI is not only driving innovation but also raising important questions around security, governance, and compliance. As organizations increasingly adopt AI technologies, it becomes imperative to establish robust frameworks for ensuring the security and ethical use of AI systems. From data privacy concerns to algorithmic bias, we will examine the key challenges facing AI practitioners and discuss strategies for mitigating risks and fostering responsible AI development. Through insightful discussions and practical examples, attendees will gain a deeper understanding of the intersection between AI democratization and security, governance, and compliance considerations. Join us as we navigate the complex landscape of AI ethics and governance and chart a path towards building trust in AI-powered solutions.

Speakers

David Adeleke

CEO, ZeeH Technologies

David Adeleke Olaoluwa is a serial entrepreneur, investor, pioneer and change agent driven by a mission to raise the standard of living of people through business and wealth creation as a catalyst for positive change globally.David is a leading investment professional and executive... Read More →

Wednesday September 10, 2025 9:00am - 9:50am PDT
VIRTUAL DataWeek -- Workshop Stage C (PRO)

DataWeek

Talk Type PRO Workshop Day (Wed)
Tracks DataWeek, Data Governance and Security (DataWeek), Data Tools / Technology and Management (DataWeek), Virtual
In-Person/Virtual Virtual

9:00am PDT

PRO Workshop Day: API World + CloudX + DataWeek 2025

Wednesday September 10, 2025 9:00am - 3:00pm PDT

RingCentral Events

PREMIUM & PRO Pass holders: Join us for PRO Workshop Day @ API World + CloudX + DataWeek 2025

REMINDER:

Wed, Sept 10 is PRO Workshop Day and is available ONLY to the following pass types: PREMIUM, PRO, SPEAKER PRO, SPONSOR PRO, EXHIBITOR, and MEDIA. See the full Workshop day schedule here: https://apiworld.co/conference/workshops/
OPEN Passes have access to API World + CloudX + DataWeek 2025 only on Thur & Fri, Sept 11-12 to all 10+ Keynotes, 80+ OPEN Talks, and the 2-day Expo with 60+ exhibiting partners, games & swag challenges.

Wednesday September 10, 2025 9:00am - 3:00pm PDT
RingCentral Events

2. Experiences & Official Events

Talk Type PRO Workshop Day (Wed)
Tracks Virtual
In-Person/Virtual Virtual

10:00am PDT

[Virtual] PRO WORKSHOP (API): Revolutionizing API Testing and Mocking with TestContainers Modules

Wednesday September 10, 2025 10:00am - 10:50am PDT

VIRTUAL API World -- Workshop Stage A (PRO)

Hugo Guerrero, Kong, Developer Advocate

As they say, "testing is the art of doubt!" However, in the age of microservices and APIs, being well-prepared to banish uncertainty is critical. Even before entering into the testing world, configuring the full testing environment might be intimidating.

Testcontainers have established themselves as a go-to solution for database, middleware, and cloud services integration testing, but what about your regular business services and APIs? Enter Microcks, an open-source cloud-native tool (CNCF Sandbox project), ready to work with Testcontainers, and providing a solution for mocking and testing APIs without extensive coding.

This collaboration simplifies the process of configuring complex settings, allowing for the adoption of a strong Shift-Left approach to integration testing. The beauty of it is that this methodology is universally applicable, catering to a wide range of APIs, whether REST, gRPC, GraphQL, or Async, regardless of your technological stack, be it Java, Go, Node, or others.

Speakers

Hugo Guerrero

Developer Advocate, Kong

Hugo Guerrero works as a developer advocate. He has spent more than two decades working in software development. During that time, he has held various roles, including developer, consultant, architect, and software development factory manager. He is a passionate advocate for building... Read More →

Wednesday September 10, 2025 10:00am - 10:50am PDT
VIRTUAL API World -- Workshop Stage A (PRO)

API World

Talk Type PRO Workshop Day (Wed)
Tracks API World, API Design and Development (API World), Testing / Deploying & Monitoring APIs and Services (API World), Virtual
In-Person/Virtual Virtual

10:00am PDT

[Virtual] PRO WORKSHOP (CloudX): O11y Like a B.O.S.S - The Modern Observability Stack

Wednesday September 10, 2025 10:00am - 10:50am PDT

VIRTUAL CloudX -- Main Stage

Noam Levy, groundcover, Field CTO

Observability isn’t just about collecting metrics, events, logs, and traces - it’s about how we architect the stack to handle them efficiently and effectively.
Traditional SaaS-based observability solutions come with major challenges: unpredictable costs, fragmented tooling, and vendor lock-in.
In this session, we’ll introduce the B.O.S.S paradigm - Bring your own cloud, One-stop shop, Standardized, and Self-reliant - outlining a modern approach to observability that prioritizes cost efficiency, data sovereignty, open standards, and next-generation technologies like eBPF.
We’ll discuss real-world applications, common pitfalls, and how this paradigm is shaping the future of cloud-native observability.

Speakers

Noam Levy

Field CTO, groundcover

Noam Levy is the Field CTO and a founding engineer at groundcover, focused on how we approach cloud-native observability. Originally a web developer, he spent the past decade growing into a platform engineer and a solution architect.Noam works closely with customers to better understand... Read More →

Wednesday September 10, 2025 10:00am - 10:50am PDT
VIRTUAL CloudX -- Main Stage

CloudX

Talk Type PRO Workshop Day (Wed)
Tracks CloudX, Service Monitoring and Observability (CloudX), SRE / DevOps and Platform Engineering (CloudX), Virtual
In-Person/Virtual Virtual

10:00am PDT

[Virtual] PRO WORKSHOP (DataWeek): Securing the Data Layer: Privacy, Compliance, and Trust in AI-Driven Pipelines

Wednesday September 10, 2025 10:00am - 10:50am PDT

VIRTUAL DataWeek -- Main Stage

Advait Patel, Broadcom, Senior Site Reliability Engineer

As organizations scale AI-driven applications and cloud-native pipelines, data privacy and compliance have become top concerns, not just for legal teams, but for developers and data engineers too. With regulations like GDPR, HIPAA, and the AI Act taking shape, teams need to rethink how data flows through their ML lifecycle.

In this session, Advait Patel, a cloud security engineer and contributor to the Cloud Security Alliance’s AI Control Matrix, will explore how to architect secure and compliant data pipelines for AI and analytics workloads. From ingestion and transformation to model training and inference, every layer presents unique risks, and unique opportunities to build trust.

Speakers

Advait Patel

Senior Site Reliability Engineer, Broadcom

Advait Patel is a skilled Senior Site Reliability Engineer based in Chicago, with a passion for leveraging technology to drive impactful solutions. With extensive experience in Cloud Computing, Cloud Security, and Cybersecurity, he currently works at Broadcom, where he plays a key... Read More →

Wednesday September 10, 2025 10:00am - 10:50am PDT
VIRTUAL DataWeek -- Main Stage

DataWeek

Talk Type PRO Workshop Day (Wed)
Tracks DataWeek, Data Governance and Security (DataWeek), Data Tools / Technology and Management (DataWeek), Virtual
In-Person/Virtual Virtual

11:00am PDT

[Virtual] PRO WORKSHOP (API): API Security for the AI Era: Detecting and Preventing Adversarial Manipulation

Wednesday September 10, 2025 11:00am - 11:50am PDT

VIRTUAL API World -- Workshop Stage A (PRO)

David vonThenen, NetApp, AI/ML Engineer

In a digital landscape dominated by APIs and AI, security threats from adversarial manipulation have become critical risks. This session explores the intersection of APIs, AI security, and adversarial attacks. We'll dissect how adversaries manipulate APIs feeding data to machine learning models—by injecting noise, crafting misleading inputs, and exploiting data obfuscation techniques—to compromise model integrity and security. Attendees will gain insights into real-world adversarial scenarios, learn practical defensive techniques, and understand the implications for privacy, model fairness, and data reliability.

The session will provide practical examples and live demonstrations showcasing how adversarial strategies can exploit API vulnerabilities to undermine AI models. We'll examine defensive frameworks and best practices for securing APIs against adversarial attacks, ensuring data integrity, maintaining privacy compliance, and reinforcing ethical AI usage. By the end, attendees will be equipped with strategies for hardening their AI-driven APIs, proactively identifying vulnerabilities, and deploying robust security measures to mitigate adversarial threats.

Speakers

David vonThenen

Senior AI/ML Engineer, NetApp

David is a Senior AI/ML Engineer at NetApp, where he’s dedicated to empowering developers to build, scale, and deploy AI/ML models in production. He brings deep expertise in building and training models for applications like NLP, data visualization, and real-time analytics. His... Read More →

Wednesday September 10, 2025 11:00am - 11:50am PDT
VIRTUAL API World -- Workshop Stage A (PRO)

API World

Talk Type PRO Workshop Day (Wed)
Tracks API World, APIs and AI (API World), API Security (API World), Virtual
In-Person/Virtual Virtual

11:00am PDT

[Virtual] PRO WORKSHOP (CloudX): Optimizing CI/CD for Hybrid and Cloud Environments with DevOps and AI

Wednesday September 10, 2025 11:00am - 11:50am PDT

VIRTUAL CloudX -- Main Stage

Kellyn Gorman, Redgate, Advocate and Engineer

As AI becomes increasingly integrated into software development, optimizing CI/CD pipelines for hybrid and cloud environments requires a balance between automation, security, and governance. This session explores how to leverage DevOps best practices and tools to build scalable, secure, and AI-enhanced CI/CD solutions that support the entire development lifecycle—from code commit to production deployment.

We’ll cover key DevOps principles, recommended tools for automation, testing, and deployment, as well as strategies for integrating AI-driven capabilities to enhance efficiency, detect anomalies, and improve decision-making. Additionally, we’ll discuss how to mitigate AI-related vulnerabilities in the DevOps pipeline, ensuring model integrity, data security, and compliance. Attendees will learn how to implement GitOps, Infrastructure as Code (IaC), and progressive delivery techniques while maintaining control over AI-powered automation. Whether you're incorporating AI into your CI/CD workflows or securing an existing pipeline, this session will provide actionable insights to streamline development while minimizing risks.

Speakers

Kellyn Gorman

Advocate and Engineer, Redgate

Kellyn Pot’Vin-Gorman is a Database and AI Advocate and Engineer with Redgate, with a long history in multi-platform technology. An Oracle ACE Director alumnus, she has been awarded over the years for her technical contributions and community volunteerism through many organizations... Read More →

Wednesday September 10, 2025 11:00am - 11:50am PDT
VIRTUAL CloudX -- Main Stage

CloudX

Talk Type PRO Workshop Day (Wed)
Tracks CloudX, SRE / DevOps and Platform Engineering (CloudX), IT Operations and Enterprise Management (CloudX), Virtual
In-Person/Virtual Virtual

11:00am PDT

[Virtual] PRO WORKSHOP (DataWeek): Building New Cost-Effective Analytics Platform with Open Source tools for Fanatics

Wednesday September 10, 2025 11:00am - 11:50am PDT

VIRTUAL DataWeek -- Main Stage

Bhanu Cherukumille, Fanatics, Director - Data Engineering

At Fanatics, we previously relied on a mix of in-house, open-source, and commercial tools for Analytics and BI. To streamline and modernize our data ecosystem, we built a unified platform — a "one to rule them all" solution — powered entirely by an open-source stack: Kafka, StarRocks, and Superset. The result? A cost-effective, high-performance, and feature-rich platform that unlocks powerful new capabilities for the business.

Speakers

Bhanu Cherukumille

Director - Data Engineering, Fanatics

Specialize in building real-time and self-serve analytics solutions in the cloud. Empowering teams with agile, data-driven insights and transforming complex data into actionable intelligence for innovative organizations

Wednesday September 10, 2025 11:00am - 11:50am PDT
VIRTUAL DataWeek -- Main Stage

DataWeek

Talk Type PRO Workshop Day (Wed)
Tracks DataWeek, Data Tools / Technology and Management (DataWeek), Data Engineering / Architecture and Streaming (DataWeek), Virtual
In-Person/Virtual Virtual

12:00pm PDT

[Virtual] PRO WORKSHOP (API): Fight or Flight: Your API Strategy for Agentic AI and MCP in 2025

Wednesday September 10, 2025 12:00pm - 12:50pm PDT

VIRTUAL API World -- Workshop Stage A (PRO)

Brenton House, IBM, Principal Cybersecurity

In the fast-moving world of AI and APIs, Model Context Protocol (MCP) is set to redefine how we integrate with AI systems. This is especially true for agentic AI, which relies on autonomous interactions with APIs to make decisions and take actions.

But with great power comes great responsibility. APIs, long the unsung hero behind AI's rise, now face unprecedented demands for security, scalability, and adaptability. Don't miss this special session with Brenton House where he presents a practical API survival guide for 2025, packed with MCP updates and actionable strategies to keep your API and AI initiatives ahead of the curve.

Speakers

Brenton House

Principal Cybersecurity, IBM

Brenton House is an ex-hacker, developer, strategist, and now Principal Cybersecurity and AI Advisor for IBM webMethods. Known for his unique creative work and YouTube channel, Brenton has produced several hit series including The Redacted Hacker, AI: Man vs. Machine, and API Cybersecurity... Read More →

Wednesday September 10, 2025 12:00pm - 12:50pm PDT
VIRTUAL API World -- Workshop Stage A (PRO)

API World

Talk Type PRO Workshop Day (Wed)
Tracks API World, API Security (API World), APIs and AI (API World), Virtual
In-Person/Virtual Virtual

12:00pm PDT

[Virtual] PRO WORKSHOP (CloudX): Achieve Your Platform Engineering Goals with an Open Source Strategy

Wednesday September 10, 2025 12:00pm - 12:50pm PDT

VIRTUAL CloudX -- Main Stage

Anil Inamdar, NetApp Instaclustr, Global Head of Data Services

Platform engineering has become one of the hottest topics in software development, and with good reason. It bridges the gap between pie-in-the-sky claims about accelerating application development (and ROI), and the boots-on-the-ground reality of most software teams, which are often already stretched thin while being asked to support increasingly ambitious business goals. While there is no one-size-fits-all approach to platform engineering, it’s becoming increasingly clear that open-source software and projects are absolutely vital to its success.

This CloudX session will dig into how open source can fuel platform engineering success, with discussion around:

- How open source gives you the means to start small. You can identify key gaps in your platform and developer experience and look for reliable open-source options to deliver those needs.

- How open source technologies can help you make adoption, testing, experimentation, and exploration easier for developers—a must for a successful platform approach.

- Specific advantages that open source can deliver to platform engineering, including portability, dev talent recruitment security, and pluggability.

Speakers

Anil Inamdar

Global Head of Data Services, NetApp Instaclustr

Anil Inamdar is the Global Head of Data Services at NetApp Instaclustr. Anil has 20+ years of experience in data and analytics roles. Joining Instaclustr in 2019, he works with organizations to drive successful data-centric digital transformations via the right cultural, operational... Read More →

Wednesday September 10, 2025 12:00pm - 12:50pm PDT
VIRTUAL CloudX -- Main Stage

CloudX

Talk Type PRO Workshop Day (Wed)
Tracks CloudX, SRE / DevOps and Platform Engineering (CloudX), Virtual
In-Person/Virtual Virtual

12:00pm PDT

[Virtual] PRO WORKSHOP (DataWeek): AI-Driven Data Optimization: Smart Strategies for Scalability and Performance

Wednesday September 10, 2025 12:00pm - 12:50pm PDT

VIRTUAL DataWeek -- Main Stage

Indu Chaube, Cisco Systems, Senior Software Engineer

In my session, 'AI-Driven Data Optimization: Smart Strategies for Scalability and Performance,' I will examine the transformative role of artificial intelligence in modern data management. This session will delve into how AI-powered techniques streamline data ingestion, automate preprocessing workflows, enhance storage efficiency, and enable real-time analytics for intelligent decision-making. Through advanced optimization strategies, AI-driven solutions significantly reduce latency, improve resource allocation, and ensure seamless scalability in high-volume data ecosystems. Attendees will gain a deep understanding of AI’s impact on data governance, predictive analytics, and automation, learning how to implement robust end-to-end pipelines that drive operational efficiency and business intelligence.

Speakers

Indu Chaube

Senior Software Engineer, Cisco Systems

Indu Chaube is a highly accomplished software architect and visionary leader with more than a decade-long track record in software product design and development, encompassing User Interface, User Experience, and web API domains. Collaborating with industry giants like Cisco and SAMSUNG... Read More →

Wednesday September 10, 2025 12:00pm - 12:50pm PDT
VIRTUAL DataWeek -- Main Stage

DataWeek

Talk Type PRO Workshop Day (Wed)
Tracks DataWeek, Data Tools / Technology and Management (DataWeek), Virtual
In-Person/Virtual Virtual

1:00pm PDT

[Virtual] PRO WORKSHOP (API): API Underworld: Red Team Hacking Secrets

Wednesday September 10, 2025 1:00pm - 1:50pm PDT

VIRTUAL API World -- Workshop Stage A (PRO)

Parth Shukla, Cequence Security, Security Analyst

This comprehensive workshop is designed to provide participants with a deep understanding of API security, its challenges, and best practices to mitigate risks. Spanning six engaging sessions, the program begins with an introduction to API security and real-world breaches, highlighting the critical importance of securing APIs.

Participants will explore reconnaissance techniques, including using tools like Shodan and Google Dorking, to identify API endpoints. The workshop delves into common API vulnerabilities, such as SQL Injection and XSS, complemented by practical hands-on scanning with Burp Suite.

Additionally, the sessions cover OSINT (Open Source Intelligence) techniques with tools like Maltego, theHarvester, and Wayback, empowering attendees to gather intelligence on API targets. The program culminates with guided vulnerability exploitation exercises and a collaborative group activity to identify and exploit API flaws.

Concluding with a wrap-up session and an open Q&A, this workshop equips participants with the knowledge and skills to secure APIs effectively while fostering a hands-on learning environment

Speakers

Parth Shukla

Security Analyst, Cequence Security

Parth Shukla is a dedicated Cybersecurity Analyst at Cequence Security with a strong passion for Web Application Security. He is an accomplished bug hunter, community builder, and cybersecurity enthusiast with a relentless drive to uncover vulnerabilities and share knowledge. Parth’s... Read More →

Wednesday September 10, 2025 1:00pm - 1:50pm PDT
VIRTUAL API World -- Workshop Stage A (PRO)

API World

Talk Type PRO Workshop Day (Wed)
Tracks API World, API Security (API World), Virtual
In-Person/Virtual Virtual

1:00pm PDT

[Virtual] PRO WORKSHOP (CloudX): Exploring InfoSec Tools: From SCA to Hardware Solutions

Wednesday September 10, 2025 1:00pm - 1:50pm PDT

VIRTUAL CloudX -- Main Stage

Andrew Miller, QuCelerate, Founder

The landscape of InfoSec tooling is vast and complex. In this session, we’ll provide an overview of key security tools, including SCA, SAST, DAST, IAST, RASP, and hardware-based solutions. Learn what these tools do, how they complement each other, and how to choose the right mix for your organization’s security needs. Whether you’re new to InfoSec or looking to expand your toolkit, this talk offers a practical guide to understanding and leveraging modern security technologies effectively.

Speakers

Andrew Miller

Founder, QuCelerate

Andrew is the founder of QuCelerate, a fractional CTO consultancy. Andrew is a seasoned software engineer with 12 years of experience in building software for regulated industries. For the last seven years, he has been heavily involved in building AI/ML solutions that drive business... Read More →

Wednesday September 10, 2025 1:00pm - 1:50pm PDT
VIRTUAL CloudX -- Main Stage

CloudX

Talk Type PRO Workshop Day (Wed)
Tracks CloudX, Security and Vulnerability Management (CloudX), IT Operations and Enterprise Management (CloudX), Virtual
In-Person/Virtual Virtual

1:00pm PDT

[Virtual] PRO WORKSHOP (DataWeek): Leveraging Open Source AI Securely and Privately

Wednesday September 10, 2025 1:00pm - 1:50pm PDT

VIRTUAL DataWeek -- Main Stage

JJ Asghar, IBM, Developer Advocate

Honestly, you're probably jealous of those people saying "ChatGPT" is making their lives easier. You may think that leveraging AI is this generation's adoption of the calculator. I'm here to say yes, you are right, but let's be honest: we have no idea how the ChatGPTs of the world are trained or if they are secure.
If you run a technology company, your data is your secret sauce; if your boss found out you were leveraging ChatGPT to do your job, would they be happy? Probably not.
In this presentation, we will explore how LLMs work locally through hands-on activities, such as setting up some local open-source private and free LLMs to help you get closer to the promise of generative AI.
Overall, this presentation will start with some basic installation leveraging Ollama and VS Code or any of the JetBrains platforms (and you'll learn what that means and what the differences are!), then pull in AnythingLLM and/or OpenWebUI to help give you a straightforward chat-like interface to your LLM. We will provide you with the knowledge, tools, some generic prompts, and use cases to gain more confidence in your daily life by leveraging LLMs.
You'll walk out of the workshop with a working LLM that you can engage with no fees or usage, all locally and securely.

Speakers

JJ Asghar

Developer Advocate, IBM

JJ works as a Developer Advocate representing IBM worldwide. He mainly focuses on open-source AI and OpenShift, trying to help companies and users successfully onboard to the Cloud-Native ecosystem. He’s also known in the DevOps tooling ecosystem and generalized Linux communities... Read More →

Wednesday September 10, 2025 1:00pm - 1:50pm PDT
VIRTUAL DataWeek -- Main Stage

DataWeek

Talk Type PRO Workshop Day (Wed)
Tracks DataWeek, AI Models and Management (DataWeek), Data Tools / Technology and Management (DataWeek), Virtual
In-Person/Virtual Virtual

2:00pm PDT

[Virtual] PRO WORKSHOP (DataWeek): From Data to Insights in Minutes: Accelerating Business Growth with AutoML and LLM-Powered Data Prep

Wednesday September 10, 2025 2:00pm - 2:50pm PDT

VIRTUAL DataWeek -- Main Stage

Shailaja Sampat, Fujitsu Research of America, Senior Researcher

- Are you tired of manually processing large datasets in spreadsheets? 
- Have you considered using Machine Learning (ML) to automate your tasks but feel limited by your coding skills or time constraints?
 - Looking for ways to reduce the time spent in making your data AI-ready, despite your ML background?

If these challenges sound familiar, this session is for you!

Traditionally, building predictive models has required specialized coding and statistical expertise. Moreover, data professionals often dedicate over 80% of their time to the labor-intensive data-wrangling process- to prepare raw data for consumption by automated machine learning (AutoML) tools. To overcome these hurdles, we introduce AutoDW, an innovative data wrangler that utilizes the power of Large Language Models (LLMs) and sophisticated automation to facilitate the seamless preparation of AI-ready data. This session will demonstrate how the synergistic application of AutoDW and AutoML empowers users to rapidly develop predictive prototypes for their business use cases end-to-end without writing any code. Through step-by-step instruction and a live demonstration, attendees will witness AutoDW's intelligent data processing, observe AutoML's autonomous algorithm selection tailored to specific applications, and, most importantly, gain a comprehensive understanding of how to interpret the resulting predictive outputs.

#AutoML #DataWrangling #NoCodeML #FastMLPrototyping #DataDrivenDevelopment

Speakers

Shailaja Sampat

Senior Researcher, Fujitsu Research of America

Shailaja Sampat is a senior researcher in the AI lab at Fujitsu's research division in the USA. She earned her Ph.D. from Arizona State University, with a thesis focusing on the intersection of natural language processing and computer vision. Her current research spans autoML, data... Read More →

Wednesday September 10, 2025 2:00pm - 2:50pm PDT
VIRTUAL DataWeek -- Main Stage

DataWeek

Talk Type PRO Workshop Day (Wed)
Tracks DataWeek, Data Science and Machine Learning (DataWeek), Data Tools / Technology and Management (DataWeek), Virtual
In-Person/Virtual Virtual