Teaching

University of Virginia

Instructor in MATH and APMA, 2023–present.
Courses: Calculus I, II, III; Probability; Applied Linear Algebra; Differential Equations.

Course Design

University of Virginia, 2023–present.

• Mathematics of Machine Learning (in development 2026–27)
  A new course for the proposed Minor in AI Development for engineers.
• Probability
  Designed a hybridized mastery grading structure (Fall 2026).
• Applied Linear Algebra
  Redesigned around matrix actions, SVD, PCA, and least squares (Spring 2024).
• Topological Data Analysis
  Expanded, typed course notes following Slava Krushkal’s lecture sequence (Spring 2025).
• xTensiv Library
  Complete courseware and websites for six courses published online.
• APMA Pre-Calculus Mastery program contributor.

Undergraduate Mentoring

University of Virginia, 2023–present. I have mentored 12 UVA undergraduates on projects in software engineering, database design, web development, digital accessibility, and mathematics writing.

• A student-built prototype mapping tool led to a software engineering internship and then a full-time position in backend development upon graduation.
• A student-implemented static site generator now serves as the production platform hosting the xTensiv Library. This led to a research article in math education co-authored with the student.
• Current students (CS/Math dual majors) are contributing database architecture, custom Obsidian plugin development, and accessibility features.

Earlier Teaching