Štefan Bocko 🇸🇰

Tech Lead @IBM
GenAI Architect

Bio

Stefan is an enterprise AI and cloud engineer with around a decade of experience delivering large-scale, production-grade platforms in complex environments. He has worked as a software engineer and architect at companies such as Amazon and IBM, focusing on high-throughput, mission-critical systems and modern cloud-native stacks.

Outside of project work, he is an active GenAI speaker and learner, an AWS Golden Jacket holder, and enjoys sharing practical insights on applied AI and cloud architecture with the wider community.

Sessions

GENERATIVE_AI
Building Enterprise-Ready GenAI Workflows on AWS with LangFlow
Room: Roca-III | Time: 10:30

Generative AI prototypes are easy to build—but making them enterprise-ready is not. In this session, we will explore how LangFlow, a visual orchestration framework built on LangChain, can be integrated with AWS-native services to design scalable, secure, and production-grade GenAI workflows.

We will cover how to deploy LangFlow on AWS (ECS/Fargate or EKS), integrate Amazon Bedrock as the LLM provider, use Amazon S3 for document ingestion, and apply IAM, networking, and secrets management best practices. The session will also discuss architectural patterns for extensibility, observability, and governance—key concerns for real-world enterprise adoption.

Attendees will leave with a clear understanding of where LangFlow fits in the AWS GenAI ecosystem and how to move beyond PoCs toward production.

Miroslav Merreider 🇸🇰
Senior Solutions Architect @IBM
Štefan Bocko 🇸🇰
Tech Lead @IBM
GenAI Architect