Ribbon links
Mathematics Researcher, University of Nebraska-Lincoln, 2025 to 2026
- Formulated proofs to classify two-component ribbon links with ribbon number 5, generalizing the theorem across over 1,000 unique links and publishing the dataset for other researchers.
- Built a Python pipeline mapping link topology into NumPy vectors to programmatically compute invariants, eliminating 200+ hours of manual work and contributing upstream to SnapPy, a standard open-source topology toolkit.
- Translated abstract knot structures into visual models, presenting to 100+ students and faculty.