College courses
I taught graduate-level statistical analysis, data visualization, dashboard development and real-time API development with Python at Cambrian College.
I teach the reasoning behind the code.
My courses and workshops cover statistics, Python, machine learning, data engineering, dashboards and cloud architecture. Learners build and review working systems rather than stopping at slides.
Workforce programs
As a lead instructor with Correlation One, I taught professional cohorts in data science and data engineering, reviewed projects and supported learners through technical problems.
Developer community
I organize Google Developer Groups events and workshops on cloud, AI, machine learning, DevOps and modern software engineering.