- Fall 2026: Teaching Assistant for COMP 580: Probabilistic Algorithms and Data Structures.
- Spring 2026: Teaching Assistant for COMP 518: IoT Programming and Data Analysis.
- Summer 2025: Mentored undergraduate research on attention mechanisms and domain-specific conversational agents; instructed high school students in foundational computer science, emphasizing data structures and algorithmic problem solving.