AWS Women's User Group Berlin: June Event - AI Agents in Production

The AWS Women’s User Group Berlin is thrilled to invite you to our upcoming meetup sponsored by Storm Reply focused on Building production-ready AI agents for real-world impact.

Join us for a deep dive into how to build, observe, and evaluate AI agents at scale. You’ll also see how these ideas come to life in a real-world climate-smart agriculture solution that turns weather forecasts into actionable field guidance. Whether you’re building agentic systems today or planning what comes next, this meetup will give you practical insights into making AI agents work in production.

Speaker Info

Keynote Talk

Speaker: Tetiana Senna
Position: Team Lead / Senior Project Manager, Storm Reply
Talk Title: Trust, but Verify: Observability and Evaluations for AWS Agents
Abstract: Getting an AI agent to work in a demo is easy. Knowing whether it still works in production - after the next prompt change, the next model upgrade, the next edge case - is the hard part. Unit tests don't cover non-deterministic behavior, and manually reviewing a handful of runs doesn't scale.
This talk walks through the two practices that close that gap: observability (understanding what actually happened inside your agent) and evaluation (deciding whether the outcome was any good). We'll dig into Amazon Bedrock AgentCore's Observability and Evaluations capabilities, compare the proven evaluation approaches - built-in LLM-as-a-Judge evaluators for automatic quality monitoring, and custom evaluators for business-specific correctness checks - with a candid look at what each one is good for, where it falls short, and what it costs to run at scale. We'll also take a close look at AgentCore Optimization, AWS's newly previewed feature in this space.

Applied Agentic AI Talk

Speaker: Vidhu Mitra Malladi
Position: Senior Software Engineer, Yara Digital Farming
Talk Title: Weather Risk Intelligence Agent for farmers & Agronomist
Abstract: Unpredictable weather events — heavy rainfall, drought, frost, and heatwaves pose significant risk to crop yield and fertilizer efficiency. While forecast data is widely available, it is rarely translated into timely; field-level guidance farmers can act upon.
Using AWS AgentCore framework and AI capabilities, we can turn weather predictions into clear agronomic actions, supporting climate-smart agriculture at scale.

You'l learn:

• Implementation of the solution using AWS Agent Core framework
• Architecture of the project.

🗓️ Event Details:
- Date: Tuesday, June 30th
- Venue: Storm Reply GmbH, address
- Time: 06:00 PM - 9:00 PM

Doors open at 6:00 PM
Food & drinks will be provided.

📋 Program Schedule:
18:00 - Registration and Welcome Networking
18:20 - AWS Women's User Group Welcome
18:30 - "Trust, but Verify: Observability and Evaluations for AWS Agents"
Speaker: Tetiana Senna, Team Lead / Senior Project Manager, Storm Reply
A practical session for anyone working with AI agents on AWS who wants the confidence to put them in front of real users. You'll leave with a clear framework for monitoring agents in production and a concrete approach to evaluating their behavior over time.
19:15 - 19:30 Break
19:30 - "Weather Risk Intelligence Agent for farmers & Agronomist"
Speaker: Vidhu Mitra Malladi, Senior Software Engineer, Yara Digital Farming
Discover how AI agents can transform weather forecasts into actionable, field-level farming guidance.
20:10 - Q&A and closing remarks
20:15 - 21:00 Networking, food & drinks

🎟️ RSVP
Don't miss this excellent opportunity to connect with Tetiana, Vidhu, the AWS WUG Team and a thriving community of cloud enthusiasts and professionals. Secure your spot by RSVPing now! Seats are limited!
Please note that this user group is specifically for WOMEN and FLINTA* (female, lesbian, inter, trans*, non-binary, and agender) only. Please also check out the AWS User Group Berlin.
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🚨Attention🚨
This meetup is hosted at Storm Reply GmbH and attendees must be registered to go through building security.
Make sure you bring an ID card with you, and you register the event with a valid name that matches to your ID.
Media and Consent: We inform all attendees that photographs and videos will be taken during the meetup and will only be used by the event organizers for documentation and promotional purposes. By RSVPing to this event you are consenting to our media policy. Please let the organizers know if you do not want to be in the pictures/videos.
Thank you very much for your cooperation!
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The AWS Women’s User Group is the very first official women-centric AWS User Group in DACH and EMEA. This group serves as a secure and supportive platform for women who want to share their AWS knowledge, passion for cloud computing and advance their career through targeted learning opportunities.
We extend a warm invitation to FLINTA individuals who are interested in being part of our User Group.
Code of Conduct:
At the AWS Women's User Group in Berlin, we have a strong and unequivocal code of conduct in place to create a safe and empowering environment for all.