Python and AI/ML tutor helping students learn programming with interactive, project-based methodology

I have worked with Madhumitha in an academic and research setting, and I can confidently say she is an exceptionally capable and reliable individual. She demonstrates deep understanding of Python, AI, and data science, and has the ability to explain complex concepts clearly. Madhumitha is organized, professional, and highly committed to helping others succeed, making her an outstanding tutor who students can trust to guide them effectively.