Event will be on TUESDAY, not on WEDNESDAY!
18:00 - Jawad Ali - "Engineering Production-Ready AI Agents with LangGraph"
About topic: AI agents are easy to prototype, but engineering reliable systems requires much more than connecting an LLM to a few tools.
In this session, we'll explore how to design and build production-ready AI agents using LangGraph. We'll cover stateful workflows, tool calling, memory management, sub-agent orchestration, and the engineering practices needed to build reliable, observable, and maintainable agentic systems.
Through practical architectural patterns, we'll move from a simple agent to a more sophisticated multi-agent system, highlighting key design decisions, trade-offs, and production challenges.
About speaker: Jawad Ali is a Senior AI and Machine Learning Engineer at Bayer’s Digital Hub in Warsaw and an alumnus of the University of Oxford. With over six years of experience building AI systems for enterprise, he specializes in agentic AI, AI Agents, ML, Agentic Data Workflows, RAG pipelines, Model Context Protocol (MCP), and multi agent frameworks like LangGraph, delivering efficiency gains of 35 to 70 percent for the businesses he works with. He holds AI and machine learning certifications from Microsoft, AWS, Oracle, and Databricks, and is a speaker in the PyData Warsaw community, where he helps engineers turn AI prototypes into systems businesses can rely on.
18:45 - Piotr Szwed - "Autonomous Enterprise: Reference Architecture for Multi-Agent AI Platforms"
About topic: This presentation introduces an open, modular reference architecture for enterprise multi-agent platforms. Attendees will gain a production-ready blueprint that accelerates time-to-market for new AI agents deployment. The framework provides full cost transparency across business units and ensures all autonomous actions are fully auditable. For technical teams, this session delivers an immediate engineering roadmap. For IT leadership, it provides a secure strategy to scale AI-transforming expensive experiments into compliant corporate assets with clear ROI.
About speaker: A seasoned Cloud Native, SRE, DevOps, Platform Engineering and Agentic Engineering leader with 20+ years of experience in Automation, Kubernetes, and Enterprise-scale infrastructure. As a CNCF member and community organizer, I am passionate about bridging the gap between Distributed Systems and the evolving demands of AI/ML workloads. Currently, my focus is on architecting the next generation of scalable AI Platforms and Agentic ecosystems. I am an active evangelist for technologies that enable this shift: the AperioRA paradigm for autonomous, AI-driven infrastructure, CNOE for developer excellence, and the Platform Mesh concept (powered by CNCF kcp).
Event will be held at ING Hubs Poland venue and sponsored by ING.
About ING Hub: We are one of ING's global competence centers. We design and deliver technological, operational and risk solutions to make banking even simpler. As the next host of the PyData Meetup in Warsaw, we’re pleased to create a space for knowledge sharing, learning and connection within the data community.
Venue:
ING Hub, Pańska 97, 00-834 Warszawa
