Sarfaraz Shaikh

M.Tech in Electrical Engineering from VJTI Mumbai — a 125-year-old institution that taught me to question every signal.

VJTI shaped how I think: rigorous, decomposed, always demanding a reason. Embedded systems, signals, control — the same instinct drives every line of code, every diagram, every prompt I write today.

Learning the language of commissions — at scale.

Years inside CallidusCloud and SAP Incentive Management taught me that compensation logic isn't a feature; it's a contract. Millions of transactions, hundreds of plans, zero tolerance for the rounding error that ends a quarter.

TCSInfosysCognizant

Then the data layer changed under our feet — Oracle, HANA, SAP Business Data Cloud.

I leaned in. Modeling business semantics as living views, federating across hybrid clouds with SAP Business Data Cloud, giving analysts the one thing they always wanted — answers in the same breath as the question.

Today I build generative-AI Agents on top of all of it.

RAG over governed enterprise data. Joule-style copilots that don't hallucinate the payout. AI that reads the commission plan, the order, and the dispute — makes the right call, then shows its working.