AI - Building a Real-Time FOREX Position Risk Manager with VLLM, AWS, and Bedrock

A behind-the-scenes look at how internal FOREX trading teams can use large language models (LLMs) to answer questions about customer onboarding, trades, and currency risk - served in real time using VLLM and AWS.

Chief Architect Thinking: Applying Zachman, TOGAF, and System Design Principles to a Cloud-First Chat Architecture

As a Chief Architect, bridging tactical implementation (microservices, APIs, message queues) with strategic frameworks like TOGAF, Zachman, and modern system design principles is the key to moving from "it works" to "it transforms."

AI Learnings - Understanding MCP by a Common Man – Purchasing a FOREX Trade

Model Context Protocol Learnings Series

AI Learnings - ChatGPT Before MCP and How MCP Improves Context Handling

AI Learnings - What is Model Context Protocol (MCP)? A Simple Overview

Chief AI Architect Role: Primary Focus, Expected Skills & Emerging Tools

The Essential Capabilities and Tech Stack for Enterprise AI Leadership

Chief Architect Insights - Why Healthcare Plan Providers Need CMS-Centric Enterprise Architecture (with Drupal)

How platform thinking, reusable content models, and Drupal as a CMS can streamline digital transformation across healthcare portals

Chief Architect Learnings - Enterprise Architecture Principles - Traditional and Modern

Foundations of Enterprise Architecture

Chief Architect Thinking - System Design - Difference Between Deployment Stamps and Disaster Recovery (DR)

Poetry Meets AI: The Thoughtful Naming of Anthropic's Claude Models

Product naming needs Artistic thinking

The Chief Architect's Real Job - From "It Works" to "It Transforms"

Why architecture is not about shipping systems that work, but building platforms that evolve, scale, and lead.

Chief Architect Lens: Why Stream Processing ≠ Task Queues (And When It Matters)

Not all messaging systems are created equal. Understanding the distinction between stream processing and task-focused queues isn’t academic - it’s architectural. Here's what every Chief Architect must weigh when choosing the right tool for the job.