Shaping the Future of Enterprise AI
Leading AI initiatives and defining best practices that power production systems at scale.
Selected Work
Architecting AI systems, establishing industry patterns, and advancing production best practices.
SkillUpForAI: AI Career Impact Assessment Platform
An educational platform providing AI-driven career risk assessment and personalized upskilling roadmaps—empowering professionals to adapt to AI automation. Built in 4 days.
Unified Intelligence: Enterprise AI Architecture Platform
A comprehensive platform demonstrating enterprise AI architecture patterns, orchestration strategies, and implementation blueprints—built in 2 days using AI-assisted development.
Enterprise RAG Architecture: Patterns for Permission-Aware Knowledge Systems
Demonstrating production patterns for enterprise RAG systems with permission-aware retrieval, semantic chunking strategies, and full audit compliance.
Writing
Strategic perspectives on AI architecture, production patterns, and system design principles.
Why RAG is Harder Than It Looks
Retrieval-Augmented Generation seems simple in demos but breaks in a dozen ways in production. Here's why most RAG projects fail and what to do about it.
The Hidden Cost of Technical Debt
Technical debt isn't just about messy code—it's about compounding decisions that slow teams down over time. Here's how to measure and manage it effectively.
Reliability Patterns in Production AI: Designing for Graceful Failure
Your AI system will have its worst moment in front of your most important user. Strategic approaches to designing systems that fail gracefully instead of spectacularly.
Signature Ideas
Strategic frameworks and principles that define how enterprises architect AI systems
Chunking Strategies for RAG
How you split documents determines RAG quality. Learn the five chunking strategies and when to use each one.
Context Window Engineering
The context window is your most expensive and limited resource. Learn to treat it like premium real estate—every token should earn its place.
Visual Corner
AI-generated architecture diagrams, frameworks, and reusable patterns
About
I'm an AI strategist and architect who defines how enterprises approach production AI systems. I establish patterns that work reliably—clear boundaries, measurable outcomes, and no surprises.
BEng (Hons), Aeronautical Engineering — University of Brighton, UK
MS, Industrial Management — University of Texas, USA
Let's Shape AI Strategy
Need strategic guidance on AI architecture, pattern definition, or technology vision? I'm available for consulting, technical advisory roles, and thought partnership.
Get in Touch