Worked around policy, executive communication, and energy-sector decision environments where language, evidence, and hierarchy matter.
AI · government architecture · energy security · public intelligence
AI systems for India's decision rooms.
I build AI-native intelligence surfaces for the places where policy, energy, executive communication, and public systems meet. The work here is not demo AI; it is a public proof layer for institutional decision-making.
Thesis
The serious India AI opportunity is decision intelligence.
India does not need another thin chatbot demo. It needs AI surfaces that can sit inside files, briefs, dashboards, sector reviews, crisis maps, cabinet-facing summaries, and operating workflows. That is the line connecting this site: energy intelligence, cyber-risk intelligence, AI explainers, and writing for institutions that make consequential decisions.
Sanjaya
The flagship public intelligence surface for Indian oil and gas: pricing, crude, infrastructure, companies, and policy, seen whole.
Open live surface → Cyber-risk systemSanket
Executive cyber-risk intelligence, India energy surface map, public signal tracker, and browser posture scan.
Open dashboard → Core essayIndia AI is a decision-intelligence problem
The argument behind the work: AI becomes valuable when it makes public and institutional systems more legible.
Read thesis →AI fluency plus government, energy, and executive writing.
Physics, TISS, Google-era technology exposure, HR and communications experience, and work around ministerial and energy-sector decision environments.
Read about Amit → Briefing layerOil, AI, technology, governance
A broader daily/weekly scan: markets, infrastructure, compute, policy, and operating signals.
Open briefings → Interactive explainerIndia's AI build
Policy, compute, energy, models, talent, data, and the gaps.
Open map → Decision toolAI chip buyer's guide
H100 to Groq: compare chips by workload, ecosystem, and availability.
Choose chip → Pipeline mapThe RL post-training map
SFT, RLHF, DPO, PPO, GRPO, and RLVR in one clickable flow.
Open pipeline → Searchable glossaryAI, term by term
Search 100-plus AI-chip terms and jump straight to context.
Search terms → ToolYNAB MCP Server
Ask Claude about budget balances, categories, spending, and trends.
Use tool → Operating thesisMake the system legible
The argument behind building surfaces that compress complexity.
Read thesis →AI governance and public decision intelligence
AI for India-scale institutions: government, energy, policy, workflows, and shipped systems.
Oil and gasSanjaya + Sanket
Energy intelligence, cyber-risk intelligence, pricing, infrastructure, and public oil-and-gas signals.
AI computeChips, stacks, inference, and post-training
Start with the full AI compute stack, then drill into chips, terms, bottlenecks, and training pipelines.
MCP toolsClaude-connected operating surfaces
Small tools that connect models to budgets, routines, files, and real personal context.
Built AI-native public intelligence systems across energy, cyber risk, finance, AI compute, and government-facing decision workflows. 3 products · 5 essays · 5 explainers · 1 briefing