With over 16 years of experience in designing and developing data analytics solutions, I have honed my expertise in using tools such as R, Machine Learning, Tableau, and SQL. My work has centered around leveraging data analytics techniques to drive informed business decisions, translating complex data into actionable insights. I possess a deep understanding of Machine Learning methods, including data manipulation, feature engineering, and model evaluation, particularly within big data processing frameworks like H2O using R. Additionally, I have actively engaged in educating others by providing real-time use cases and practical assignments, ensuring that students gain hands-on experience and a thorough understanding of how to handle real-world scenarios.