Data Analyst with 3.8 years of experience in data management and analytics, specializing in SQL, Python, and data visualization. Proven expertise in working with commercial datasets such as IQVIA, Veeva, and OneKey to ensure data quality, consistency, and compliance. Strong background in data governance, data validation frameworks, and ETL pipeline optimization to support commercial operations. Experienced in stakeholder collaboration, process automation, and delivering scalable data solutions.