My research challenges the current paradigm where scientists are constrained by and serve the limitations of their tools. Instead, I envision machines that genuinely empower scientific discovery through valorization - recognizing, amplifying, and building upon the unique insights and expertise that researchers bring. My work explores how we can design systems that adapt to and enhance human scientific intuition, rather than forcing scientists to adapt to rigid machine protocols.

Besides my academic role as a rogue materials scientist who makes digital fabrication tools, I am a craftsperson, a plant enthusiast, a BSAC sports diver, and a fun person.

Oct 2025: I'm going to give a talk at the Olympic Peninsula Fungi Festival in Port Angeles, Washington.

Sep 2025: Attending UIST 2025 in Busan, Korea as Student Volunteer Co-Chair and presenting my WIP thesis. See you there!

Sep 2025: I'm booked for Are You Smarter Than A Comedian, a local comedy game show in Seattle.

Oct 2024: Served as Student Volunteer Co-Chair at UIST 2024. Delighted to meet new friends and greet old friends!

Sep 2024: I just received the 2024 MIT 35 innovator under 35 award!

danlil [at] uw.edu

CRIMSON is an experimental cocktail establishment by Danli where she explores the intersection of alcohol and chemistry.