Cloud & Hybrid Architecture
Designing AWS environments and hybrid connectivity patterns for enterprise-scale workloads.
AWS • Hybrid Cloud • AI • Enterprise Architecture
Designing scalable cloud and AI-driven architectures for modern enterprises.
Turning complex enterprise requirements into structured, secure, and scalable architecture decisions across cloud platforms and emerging AI systems.
Focus
Core Architecture Expertise
Platform & Security Engineering
Building secure access models, governance controls, and resilient platform architectures.
AI & Enterprise Architecture
Published reference designs and decision frameworks for enterprise AI systems, retrieval, and governance.
Architecture Case Studies
Architecture patterns based on real-world problem scenarios
Generalized migration patterns and independent reference designs. Illustrative architectures are distinguished from implementation evidence.
Architecture Decisions & Trade-offs
Architecture decisions and trade-off analysis
Evaluating options against enterprise constraints, security boundaries, and operating responsibilities.
Designing Production-Grade LLM Applications
Architecture decisions for enterprise LLM applications across model selection, context, integration, security, evaluation, and operations. Uses an IT Operations Assistant to explain alternatives, trade-offs, and conditions for revisiting decisions.
Designing Production-Grade Enterprise RAG
Architecture decisions for reliable enterprise RAG across ingestion, retrieval, context assembly, authorization, and evaluation. Examines trade-offs in knowledge freshness, access revocation, managed versus custom processing, and failure handling.
Private Administrative Access with AWS Systems Manager
Designing and verifying private administrative access across enterprise and AWS networks. Examines administrator and managed-node connectivity, hybrid DNS, endpoint placement, authorization, and audit trade-offs, with practical guidance for diagnosing failures.
Labs & Reference Implementations
Independent implementations and reference projects
Independent reference work with reproducible infrastructure and documented validation, separate from production experience.
Private RDS Access with AWS Systems Manager
Terraform-based reference implementation for accessing private RDS through an SSM-managed EC2 instance. Includes connectivity validation and troubleshooting guidance, without public workload IPs or inbound SSH access.
Writing
Architecture insights and technical writing
Blog
Articles on cloud architecture, migration, security, and AI systems. Practical perspectives on design decisions, implementation challenges, and the trade-offs behind them.
Architecture Library
Architecture concepts, patterns, and reference designs with clear decision rationale and supporting diagrams. Explore detailed trade-offs, failure behavior, and links to related implementations.