At NIQ, I analyze FMCG retail sales data across Western European markets, turning client questions into evidence-based explanations. I advise clients on sales, distribution, promotion, and rate-of-sale measures, and investigate unusual trends through hypothesis-driven analysis.
Previously, at AiVantage Global, I analyzed US banks and credit unions and developed dashboards to monitor campaign KPIs. At Kantar IMRB Worldpanel, I analyzed FMCG consumer panel data and designed quality audits; I also helped revamp the Sampark Newsletter into a more insight-led format.

