FCAJ Community Day August

☁️ 08h00 - 09h00

Checkin

☁️ 09:00 - 09:25

Diffusion and OCR

AWS services for Text-to-Image generation

AWS services for Image-to-Text extraction and analysis

Real-world use cases and implementation patterns

Live demo

☁️ 09:25 - 09:50

Optimizing Database Cost & Performance with Data Archiving Strategies

Understanding database growth and operational challenges

Data archiving architecture and solution overview

Initial data load design and implementation

Daily incremental archiving strategy

Cost optimization techniques and performance improvements

Best practices, lessons learned, and key takeaways

☁️ 09:50 - 10:15

Development Application with AWS Serverless

Introduction to Serverless Computing

What is Serverless?

Traditional application development vs. Serverless development

Benefits and trade-offs of Serverless architectures

AWS Serverless application patterns

Application demo

☁️ 10:15 - 10:45

Agentic AIOps on AWS: Inside AWS DevOps Agent

Introduction to AWS DevOps Agent and operational challenges

Real-world incident troubleshooting and investigation workflows

Architecture overview, Agent Space, AWS integrations, and security boundaries

How the Agent forms hypotheses, gathers evidence, and generates recommendations

Live incident investigation demo

MCP extensibility, limitations, best practices, and the future of controlled automation

☁️ 10:45 - 11:10

From Local to Global: Migrating a GenAI Product to AWS

Challenges and motivations behind GenAI platform migration

Moving from external AI services to a centralized AWS architecture

Azure OpenAI to Amazon Bedrock: lessons learned and migration considerations

Building Agentic AI systems on AWS

Guardrails, evaluation frameworks, and operational governance

Key takeaways from real-world migration experiences

☁️ 11:10 - 11:35

Agentic Decision Intelligence on AWS

Introduction to Agentic Decision Intelligence

Leveraging AI agents for business decision-making

Building intelligent decision workflows on AWS

Banking use cases and industry insights

Transforming data into business insights with Amazon QuickSight

Real-world examples and demonstrations

☁️ 11:35 - 12:00

AWS Principles Beyond AWS: How AWS Knowledge Transfers to Cloud-Native Roles

Beyond the Console: why AWS knowledge remains valuable

Applying AWS operational principles across cloud-native environments

Lessons from real-world releases, incident recovery, and security operations

Building transferable skills for modern engineering roles

Adopting AWS thinking beyond AWS services

Career growth opportunities in cloud-native ecosystems