With over 7 years of professional experience at Amazon as a Senior Data Analyst and as a passionate educator, I specialize in utilizing data analytics to drive operational efficiency and enhance business strategy. My role at Amazon involves deep analytical work, including data modeling, trend analysis, and the development of automated reporting tools for diverse teams. As an instructor, I mentor and train the next generation of data analysts, bringing real-world expertise from Amazon to the classroom. Key Accomplishments at Amazon: Led initiatives to design advanced predictive models, resulting in significant business value, such as a 20% increase in process efficiency. Designed and optimized SQL queries and Python scripts, significantly improving data extraction and reporting speed, which accelerated decision-making. Created data-driven frameworks for business teams, increasing transparency and optimizing product sales and inventory management. Drove cross-functional collaboration using insights from advanced analytics to reduce costs and improve operational workflows. Teaching & Course Development: As an instructor, I provide training in data analytics, machine learning, SQL, Python, and data visualization tools like Tableau and Power BI. Develop and deliver cutting-edge curriculum that blends theoretical knowledge with hands-on practical applications, using real-time data examples and projects. Mentor students on how to apply data analysis techniques in business environments, preparing them for career advancement.