Data Science Mentor & Technical Instructor
Provided structured training to over 500 participants in best practices for data handling, ethical AI use, and reproducible data science workflows. Delivered workshop-based instruction on production-ready data science coding, data analysis, and predictive modeling, focusing on secure and reliable practice. Conducted code reviews and technical mentoring aimed at developing trainees' ability to deliver high-quality data science outcomes. • Conducted code reviews and project feedback sessions. • Taught data protection and reliability standards. • Led workshops on SQL, Python, and data visualization. • Mentored trainees in technical and ethical considerations.