Teaching & Mentoring

Teaching Assistant — Johns Hopkins University

(Jan 2022–Dec 2023)

Courses: Computational Cardiology, Biomedical Data Science, Introduction to Business

• Co-developed evaluation materials (quizzes, exams, written reports).
• Ran review sessions and gave iterative feedback on semester-long projects.
• Managed academic integrity cases with a focus on learning and success.
• Contributed to above-average mid-year student survey scores; all students passed.

First-Year Mentor — Johns Hopkins University

(Aug 2021–May 2024)

• Oriented incoming students to campus; provided year-long academic and social support.
• Organized group bonding events; fostered belonging and community.
• Guided students around campus and provided critical information about campus life.
• Helped mentees become engaged, confident, and academically successful.

---

Selected Topics I Support

• Core human factors methodology (TAM, CTA, HTA, FRAM)
• Research methods, design, & IRB preparation
• Python/R for data analysis and visualization
• Mathematical simulation (DES, Monte Carlo) and statistical modeling
• UX research (Figma, prototyping, usability testing)
• Automated evaluation techniques (BLIP, BERT, semantic embedding)
• Scientific writing, poster design, and presentation delivery