My background includes training in marketing analytics and statistical modeling, combined with hands on experience supporting CRM performance, campaign analysis. I have worked with teams across different markets to turn complex datasets into clear insights that help inform prioritization, resource allocation, and execution strategy. Through experiences in both client facing and in house environments, I have learned the importance of balancing analytical rigor with practical business context.