teaching
Courses I have served as a teaching assistant for, at Duke University and Lehigh University.
CS 671 — Theory & Algorithms for Machine Learning
Duke University · Graduate Teaching Assistant Aug 2025 – Dec 2025
- Designed homework problems, quizzes, and exam questions covering fundamental machine-learning topics.
- Led lectures on neural networks and ran weekly discussion groups with office hours.
CS 526 — Data Science
Duke University · Graduate Teaching Assistant Aug 2024 – May 2025
- Led lectures on model regularization with interactive Jupyter-notebook demonstrations.
- Mentored 8 teams of graduate students in data-driven analysis and organized the final-project judge panel.
CSE 216 — Software Engineering
Lehigh University · Undergraduate Teaching Assistant Jan 2021 – May 2022
- Mentored 15 teams (≈75 students) of upper-class students in weekly Agile stand-ups.
- Facilitated working sessions on OAuth 2.0, design patterns, and database design for audiences of 100.
ENGR 010 — Applied Engineering Computer Methods
Lehigh University · Undergraduate Teaching Assistant Aug 2019 – May 2020
- Led 8 recitations of ~40 students each, covering Arduino programming for digital and analog I/O devices.
- Graded ~80 weekly code submissions and judged 20 final-project submissions for water pumps and assembly lines.