(pub) Wagstaff, Kiri L., and Lee, Jake. "Interpretable Discovery in Large Image Data Sets" 2018 ICML Workshop on Human Interpretability in Machine Learning , 2018, pp.107-113. [arXiv] [Workshop] [paper website]
(pub) S. Lu, K. L. Wagstaff, J. Cai, G. Doran, K. Grimes, J. Lee, L. Mandrake, Y. Yue. "Improved Content-Based Image Classifiers for the PDS Image Atlas" 4th Planetary Data Workshop , 2019. [pdf]
(pub) Lee, Jake H. and Wagstaff, Kiri L. "Visualizing Image Content to Explain Novel Image Discovery" Data Mining and Knowledge Discovery, 2020. [arXiv][paper website]
Researched the behavior of high altitude balloons in the atmosphere, specifically on achieving neutral buoyancy without active controls.
Discussed my findings in my "Extended Essay" requirement for the International Baccalaureate diploma. Available [PDF].
NYC Makes PPE: Helped organize, manufacture, and deliver hundreds of thousands of personal protective equipment in NYC during the height of the COVID-19 pandemic. Contributions included logistics, DIY PPE design, and strategy/direction.
Columbia Social Entrepeneurship Group Tech: Founder and former director of CSEG Tech. Provided dedicated tech and data science services to social impact organizations, including nonprofits and social enterprises.
Columbia Space Initiative:High Altitude Balloons Mission Director, led a team of students to launch a balloon with scientific payloads to ~100,000ft. First launch in 2016 received a lot of media coverage by Columbia University. Visit the mission page here. I am currently a senior advisor.
Columbia Makerspace: Superuser (student volunteer) for the workshop. The makerspace provides various tools and materials, such as 3D printing and laser cutting, to students and faculty. Also consulted on various projects that come through the space and assisted other labs as necessary.
Columbia Pops Orchestra: Cellist and video producer for the Pops Orchestra. All pieces are pop, movie, and video game soundtracks arranged and performed by students.