I am Data Analytics practitioner with more than 20 years of extensive experience and a proven track record in analyzing, designing, developing, and implementing on-premise & cloud-based Data/Information Management solutions. With in-depth experience in drug safety, adverse event reporting, and global compliance, I help newcomers master PV fundamentals. For Business Intelligence (BI) professionals, I offer insights on data visualization, predictive modeling, and machine learning frameworks. My mission is to bridge traditional BI with cutting-edge AI/ML, turning complex data into actionable insights. Whether you’re starting your PV journey or transitioning from BI to advanced analytics, I’m here to accelerate your learning and growth. Let’s collaborate to drive meaningful impact in safety, innovation, and data-driven decision-making.