At Independent Strategic Research & Intelligence, I verify AI-generated content and market data against authoritative sources, documenting inaccuracies, outdated claims, and unsupported statements. I also deliver competitive intelligence, industry research, and commercial due diligence for clients across multiple regions.
At PwC AC Kolkata, I led research initiatives supporting strategic decisions and built scalable training frameworks for research teams. Earlier, at eMatrix Knowledge Processing Solutions Pvt Ltd, I helped develop an ESG analysis platform and designed scoring frameworks for company disclosures.

