Lab Facilitator and Teaching Assistant

I coached more than 100 students through Python, SQL, and machine learning across nine hands-on labs. My favorite part was helping someone move from “the code runs” to “I understand what the result means.” I also helped design an eight-week, Git-based curriculum with code review and practical feedback; assessment scores improved by 18%.