Generative AI in healthcare: use cases, benefits, current trends and future outlook

Journey to GenAI : Executive Luncheon

September 25, 2025 - Warsaw, Poland

Visionaries

Tomasz Dudek Chaos Gears
Tomasz Dudek

AI Head of Data

Chaos Gears

About Me

AWS Machine Learning Hero, AWS Solutions Architect and certified specialist in GenAI, MLOps and Amazon SageMaker. His journey began as a Java developer, but his passion for the cloud, data engineering, and machine learning has been his focus for years. He loves providing simple solutions to complex problems.

Mikołaj Barwicki Chaos Gears
Mikołaj Barwicki

Product Lead

Chaos Gears

About Me

A leader in software development and development teams, his extensive experience includes projects in the financial, blockchain/crypto, healthcare, and public sectors. Currently serving as a Product Owner on a project for a large data engineering platform in the health space.

Michał Siemieniuk Chaos Gears
Michal Siemieniuk

Head of Security

Chaos Gears

About Me

IT security consultant with two decades of experience across client, vendor and integrator roles. Michał specializes in designing and implementing security solutions that align with business needs. His expertise spans both commercial and open-source technologies.

Greg Fruba AWS
Greg Fruba

Head of Partner Solutions - Data & AI

AWS

About Me

As Head of Partner Solutions – Data & AI at AWS, he drives exponential growth in emerging technologies while building comprehensive Generative AI partner ecosystems. His passion lies in transforming complex technological possibilities into tangible business outcomes. He has built and scaled technology businesses from the ground up, designing frameworks that generate significant revenue growth. Combining deep technical expertise with strategic business acumen, he has successfully led large-scale digital transformations with Fortune 500 companies.

September 25, 2025

Agenda

All times Central European Time

11:30 AM-2:00 PM

Generative AI in healthcare: use cases, benefits, current trends and future outlook

Generative AI is reshaping healthcare, from automating medical scribing and responding to patient messages, to streamlining operations and unlocking cost efficiencies - the list of potential AI use cases is endless.

During this exclusive luncheon we’ll dive into real-world use cases and show how health leaders are using AI and machine learning to accelerate clinical trials, enhance data processing, and enable secure collaboration in scientific research. We’ll explore how we addressed challenges around medical data standardization and access, and why a modern, cloud-native data platform is essential for scalable, secure, and compliant innovation.


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