About
I'm Bibek Borah — an IT Architect and Director working at the intersection of AI engineering, cloud transformation, and enterprise architecture. With hands-on experience across Azure, Kubernetes, LLM APIs, and agentic systems, I build things before I write about them. This site is where I think out loud — about contextual intelligence, cognitive AI, mechanistic interpretability, and what it really means to deploy AI in the enterprise. Not a blog. Not a portfolio. A practitioner's notebook, written in public.
My work sits at the intersection of architecture and hands-on building. I've spent years helping large organisations make technology decisions that actually hold up — moving past the slide decks and into working systems. More recently, that means designing and shipping GenAI solutions: retrieval-augmented generation, fine-tuned models, agentic systems, and the infrastructure to run them reliably.
I'm currently pursuing an MSc in Artificial Intelligence at the University of Bath, graduating in 2027. Not because I needed another credential, but because I wanted to go deeper — into the theory, the research, the parts of AI that don't fit neatly into a sprint cycle. It's sharpened how I think about what's coming next and what's worth paying attention to now.
Core Focus Areas
GenAI Solutions
End-to-end design and delivery of generative AI systems, from architecture through production deployment.
Agentic Systems
Designing and deploying multi-agent architectures that reason, plan, and act autonomously.
Cloud Transformation
Platform strategy, migration, and modernisation for enterprises moving at massive scale.
AI Engineering
Building the pipelines, tooling, and infrastructure that make ML and LLM systems actually work in production.
Technical Advisory
Helping leadership teams make informed technology decisions that are grounded in engineering reality, not hype.
Why the name?
The name comes from grey literature — research and technical writing that lives outside of formal publication. Reports, working papers, technical notes. The stuff that's often more useful than the journal articles because it was written by someone trying to solve a real problem.
That's the intent here. Not to publish. To think, in public.
Get in touch
Find me on LinkedIn or explore what I'm working on via GitHub.