๐๐ผ Hi there, Iโm Camelia!
Iโm a PhD Candidate in Computer Science working with Remco Chang in the Visual Analytics Lab @ Tufts University (VALT), a research affiliate in the MIT Visualization Group, a research fellow in the Visual Computing Group @ Harvard University, and the co-founder and organizer of Boston Vis.
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Excited to share that Iโll be on the job market for Fall 2026! Iโm seeking opportunities as a research scientist or in a tenure-track faculty position at a U.S. university. Always happy to chat if youโre hiring or have advice to share.
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In my research, I challenge traditional approaches to visualization design that often focus on highly specialized solutions for specific users, data, and tasks. Instead, I aim to transform the visualization design process into a systematic mapping from a problem space to a design space, particularly within the domain of decision-making. By applying qualitative research methods, I have found that my framework effectively describes decision-making problems, enables comparisons, and supports informed design decisions.
I graduated with a B.S. in Theoretical Mathematics from the University of Maryland in College Park, where I performed research within the Graphics and Visual Informatics Laboratory (GVIL). There, I was advised by Amitabh Varshney.
Both before and after starting my PhD, I worked for Tableau Research/Salesforce (Research Scientist Intern), Alife Health (Data Science Contractor), and Bose Corporation (Software Engineering Intern), and I collaborated with professors, research scientists and program managers at the National Revenewable Energy Laboratory, the MIT Lincoln Laboratory, Harvard University, and Worcester Polytechnic Institute.
Outside academia, I like rock climbing, drawing frame-by-frame animations, and reading.
News
๐ 11-07-25 Excited to share that Iโll be in Vienna ๐ฆ๐น for IEEE VISโ25 presenting my paper A Typology of Decision-Making Tasks for Visualization. If youโre attending, letโs chat!
๐ 08-25-24 Founded and started organizing Boston Vis, an emerging alliance of university- and industry-based Visualization researchers in the greater Boston Area.
๐ 08-14-24 Gave a tutorial on โChat with your research papers using LLMs for freeโ at the Boston Vis PhD Summer School at Northeastern. Tutorial Extra Resources on LLMs for โchatting with your docsโ
๐ 07-30-24 Got accepted to the IEEE Visusalization 2024 Doctoral Colloquium!
๐ 07-24-24 Presented my paper A Typology of Decision-Making Tasks for Visualization in the VCG lab at Harvard University.
๐ 07-15-24 Our paper, DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic got accepted to to IEEE Visualization 2024, see you all in Tampa:D
๐ 04-23-24 Todayโs my first day as a Visiting PhD Student at Harvard University in Professor Hanspeter Pfisterโs lab.
๐ 04-16-24 Our paper, A Typology of Decision-Making Tasks for Visualization is now available on ArXiV!
๐ 04-10-24 Our paper, DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic is now available on ArXiV!
๐ 03-28-24 The report I helped putting together for the Dagstuhl seminar is now available on the seminarโs website!
๐ 06-06-23 Our paper, Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities got accepted to IEEE Visโ23!
๐ 09-11-23 I had the opportunity to be invited and participate in the Dagstuhl Seminar โHuman-Centered Approaches for Provenance in Automated Data Scienceโ where I learned from and connected with Visualization and AutoML experts from a variety of universities and industries.
