Vansh is drawn to research questions where the answer is not obvious and the evidence is incomplete. His instinct is to build structure around ambiguity: identify what is known, what is claimed, and what would actually change the conclusion.

He currently works at Insight Alpha, conducting expert interviews across industries and turning fragmented professional knowledge into commercial insight. He is drawn to early-stage companies where the market, business model, and competitive advantage are still being tested.

His equity research on Utkarsh Small Finance Bank and his independent analysis of Battery Smart both reflect the same habit: he does not force a direction when the evidence is mixed. He names what is missing and frames the questions that matter for a decision.