Data Analysis Using Python, Plotly and Jupyter Notebook

With a unique blend of technical expertise and educational insight, I bring real-world software development experience directly into the classroom. As a full-stack developer, I’ve built complete applications using Java, Python, and JavaScript across diverse industries, giving me practical knowledge of how these tools work in professional settings and how they solve real business challenges.

I specialize in data visualization, having created impactful visual analytics for both healthcare and business sectors. This hands-on experience informs how I teach data analysis—not just the theory, but the practical skills that make a real difference in understanding and communicating data insights. I’ve seen firsthand how the right visualization can transform complex data into clear, actionable decisions.

My educational background includes an MBA and a Master of Science in Curriculum Development, which means I don’t just know the material—I know how to teach it effectively. I understand how people learn technical skills and design my lessons to build understanding step by step.

I’m committed to making programming accessible to everyone, regardless of their technical background, and I design my courses to build confidence alongside competence. I believe that anyone can learn to work with data when concepts are explained clearly and practiced consistently.

Whether you’re taking your first steps into data analysis or adding new tools to your skillset, I’m here to guide you through the learning process with clarity, patience, and real-world perspective.