A conference session on practical security risks in RAG systems, including prompt-injection vectors, pipeline vulnerabilities, and production-grade mitigation strategies.
Topic: Threats, mitigations, and strategy patterns for secure RAG deployments
A Blue Team Day session at Phoenix Summit 2025 on improving cloud perimeter controls by combining logging, detection, and automated blocking workflows in AWS Network Firewall.
Topic: Automated domain and geo-based filtering with AWS Network Firewall
A community session at the 4th Cloud Native Bangladesh Meetup on improving RDS access security through IAM auth, temporary tokens, and credentialless connection patterns.
Topic: Replacing static database credentials with IAM authentication for Amazon RDS
Lv200 session at JAWS PANKRATION 2024 on building practical, scalable, and ethical Generative AI applications with AWS cloud services and best practices.
Topic: Generative AI applications, challenges, opportunities, and responsible cloud adoption
A community conference session at AWS Community Day Bangladesh 2024 (AIUB campus), with practical learning around AWS cloud patterns, AI trends, and ecosystem collaboration.
Topic: Optimizing Cloud Native Workflows With Event-driven Architecture
A Conf42 Cloud Native 2024 session focused on practical event-driven architecture patterns, workflow orchestration with Step Functions, and design guidance for resilient cloud-native systems.
Topic: Designing scalable cloud-native systems with event-driven patterns, choreography, and orchestration
A webinar session on applying AWS Well-Architected reliability best practices to design workloads that tolerate failure, recover quickly, and scale confidently.
Topic: Building resilient and fault-tolerant AWS workloads using the reliability pillar of WAFR