It was a pleasure to work with Shabnam at McClatchy, where she served as an invaluable E-commerce Analyst. Shabnam demonstrated exceptional skills in assimilating complex data from third-party sources, utilizing the Amplitude platform with a high level of proficiency. Her ability to conduct comprehensive data analysis and produce insightful reports was paramount in our understanding of consumer behavior. This, in turn, significantly contributed to the strategic initiatives that drove our sales performance. Shabnam’s dedication, analytical prowess, and keen insights were not just impressive; they were integral to the success of our e-commerce team. I highly recommend her for any role seeking to leverage her exceptional analytical skills and strategic thinking.