What I do
My core work is to turn difficult systems into surfaces that serious people can use: energy pricing, crude markets, infrastructure, cyber risk, AI compute, policy questions, and institutional workflows.
The public proof is visible in Sanjaya, Sanket, the AI explainers, and the essays on configuration and public decision intelligence.
Why it is different
I have worked around senior ministerial, PSU, and institutional communication environments where the problem is not "generate text". The problem is evidence, hierarchy, voice, timing, risk, and the consequences of getting the decision frame wrong.
That is why the AI work here is not positioned as generic productivity. It is decision intelligence for India-scale institutions.
This is not another general-purpose AI newsletter. The market is saturated with those. The useful angle is the intersection: someone who understands government files, ministerial voice, PSU communication, energy-security decision environments, and the AI tooling now powerful enough to turn that understanding into public systems.
The working hypothesis: India's valuable AI work will not only come from building a frontier model. It will come from wrapping models with voice, memory, rules, evidence, domain data, and institutional context for the principals and organisations that cannot build that wrapper themselves.
Sanjaya, Sanket, and the public product layer around energy, cyber risk, finance, and AI explainers.
Open products → WritingEssays and explainers on India AI, decision intelligence, energy, configuration, AI compute, and public systems.
Open writing → Build recordThe public code trail for the tooling and product surfaces behind this site.
Open GitHub →