Gen AI Day AI workshops

Join us for Gen AI Day Malta and register for this community event organised by the AWS User Group Malta and sponsored by doIT and Clickhouse.

This event will focus on practical, real-world discussions on Generative AI. Whether you're building, leading, or scaling AI initiatives, this event is designed to deliver practical value — without the hype.

To keep discussions meaningful and relevant to your experience level, the event will be divided into three focused tracks. Each track targets a different stage of the AI journey, allowing participants to dive deeper into the challenges and opportunities most relevant to them.

Register at https://ti.to/maltaawsusergroup/gen-a-i-day-malta and choose one of the tracks below

# Tracks:

## Track 1: Production Operations & Pitfalls

For leaders and engineers running live AI workloads
The “War Stories” Session
Focus: The reality of Day-2 operations when AI systems are already in production.
Topics include:

• The “Ops” in LLMOps – Managing latency, throughput, and error handling in distributed AWS environments
• Cost Management – How to scale AI workloads without blowing the budget
• Production Pitfalls – Handling hallucinations, model drift, and security guardrails when AI interacts with live customer data

## Track 2: Making Agentic AI Responsive, Trustful and Scalable

For architects and tech leads planning reliable Agentic AI systems
The “Architecture” Session
Focus: Frameworks alone are not enough to ensure successful Agentic AI systems. This track explores the architectural components required to make AI systems responsive, trustworthy, and scalable as adoption grows.
Topics include:

• Real-time and scalable analytical databases – Using ClickHouse Cloud
• LLM Observability – Using Langfuse to ensure end users receive high-quality results from LLM-powered systems

📋 Pre-requisite:
Please come prepared with one specific use case where chatbots or other Agentic AI technology is (or could be) used — for example:

• Customer Service
• Natural Language Data Analysis

Be ready to discuss the benefits and challenges introduced by these solutions.

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## Track 3: The Builder's Path (MVP)

For those starting their Generative AI journey
The “Zero-to-One” Session
Focus: Rapid validation and prototyping.
Topics include:

• Getting Started – Identifying AI use cases that actually deliver value
• The Toolkit – A practical introduction to Amazon Bedrock for building GenAI applications without managing infrastructure
• MVP Architecture – How to build a scalable Proof of Concept in days, not months

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# 👥 Who Should Attend?

This event is designed for key personas across the Generative AI ecosystem.

### 🛠 The Engineer

• Get hands-on insights from real implementations
• Pressure-test your architectural ideas
• Learn how teams are using Amazon Q and Amazon Bedrock in production
• Ask deep technical questions and exchange patterns with peers

If you're building or experimenting with GenAI solutions, this session will sharpen your approach.

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### 🎯 The Leader

• Understand the real resource requirements for AI adoption
• Assess risks, governance, and operational considerations
• Set realistic timelines and expectations
• Cut through marketing noise and focus on execution

If you're responsible for strategy, budgets, or innovation direction, this event will provide clarity and actionable insights.

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✅ Please select the track that best matches your interests and experience when registering.