I help startups and growing businesses analyse their operations, redesign their processes, and deploy AI — in that exact order. No shortcuts, no hype, just systems that work.
Each stage earns the right to the next.
Before touching a tool or workflow, I map what the business needs to achieve and where it leaks value. Every recommendation is grounded in commercial reality — not what's technically interesting.
Good automation on a bad process gives you faster errors. Using Lean and BPR principles, I redesign workflows from first principles before any technology is introduced.
Only once business logic is clear and the process is sound do I bring in GenAI, automation, and analytics — as amplifiers of a proven system that pays for itself.
Map your value chain, find where time and money leak, and produce structured improvement roadmaps grounded in your commercial reality.
End-to-end workflow redesign using Lean methodology — turning chaotic operations into scalable, automatable systems.
Practical GenAI and automation deployments that go into production, not into a slide deck. Built on your actual processes.
Vendor-agnostic guidance on where to invest in technology, in what order, and how to roll it out without disrupting the business.
Statistical models and decision-science frameworks that turn operational data into strategic insight.
C-suite advisory for businesses in transition — operating model redesign, CRM implementation, change management.
Not hypotheticals — systems built, shipped, and measured.
200+ daily field appointment tickets handled automatically. WhatsApp first, an LLM voice call only on exceptions.
Read case studyOCR pipeline extracts, validates, and fuzzy-matches 30 supplier invoices a day — catching a 4% error rate the team was missing.
Read case studyWhisper transcribes field-rep voice notes on-premise. An open-source LLM structures them into CRM updates. Capture went from 40% to 100%.
Read case studyRAG pipeline behind a phone + PIN gate. Investors query revenue, projections, cohorts, churn — in plain English, in seconds.
Read case studyDetailed blueprints showing exactly what gets automated, how it works, and what outcomes to expect — before you spend a rupee.
Advanced Certificate in Data Science & Decision Science
MBA — Marketing
B.E. — Electronics & Power Engineering
Tell me what you're working on. I'll tell you honestly whether I can help.
Bengaluru, India