At Shell, my role as an Associate Data Scientist leverages my specialization in Seaborn and k-means clustering to interpret complex data, enhancing strategic decisions. My journey in data science was sculpted through a focused postgraduate program in analytics and artificial intelligence from Imarticus, further solidified by a Bachelor's degree in engineering from the Government College of Technology, Coimbatore.The foundation for my analytical acumen was set at LTI - Larsen & Toubro Infotech and KANINI, where I developed the skills that now drive my contributions to Shell's data-driven initiatives. With certifications like Data Science Fundamentals from UCLA under my belt, our team's pursuit of excellence is rooted in rigorous analysis and actionable insights.