Vivek Singh

When adversaries move in seconds, security has to move faster. CrowdStrike shares how they built scalable, real time LLM inference on Amazon SageMaker to power threat detection at massive scale, where sub second latency is a hard requirement.

PostgreSQL operations are evolving from reactive monitoring to autonomous, AI-powered management. Drawing from my experience with dozens of customers at AWS, this session demonstrates how agentic AI leveraging MCP servers can automate routine DBA tasks: running comprehensive health checks, tuning database parameters based on workload patterns, and identifying and removing duplicate or unused...

Migrating enterprise workloads from Oracle to PostgreSQL is becoming increasingly strategic as organizations pursue open-source innovation, cost optimization, and cloud modernization.

PostgreSQL major version upgrades remain a critical challenge many organizations postpone until deadlines force action. This session confronts upgrade anxiety head-on by examining proven strategies including in-place upgrades, Blue/Green deployments, and logical replication approaches.

Deploying capable agents in production demands complete visibility into their performance and behavior. Discover how Amazon Bedrock AgentCore Observability provides comprehensive monitoring of agent workflows through unified CloudWatch dashboards and OpenTelemetry compatibility.

Amazon Bedrock AgentCore Evaluations provides developers with a unified way to test and validate AI agent performance. In this session, you’ll learn how to apply pre-built metrics for key dimensions such as task success, response quality, and tool accuracy, or define custom success criteria tailored to your needs.

Dive into the cutting-edge world of semantic search with pgvector, the game-changing extension for PostgreSQL. This session explores how pgvector transforms traditional text-based queries into powerful, meaning-driven searches.

In this session, learn how to use AWS Contact Center Intelligence (CCI) solutions to unlock real-time transcription, conversational analytics, and agent recommendations.