Projects
- Temporal hierarchical Bayesian model of Olympic medals2025
I formed and led the JHU team for COMAP MCM 2025, a four-day international modeling contest, where we built a temporal hierarchical Bayesian model of Olympic medal counts. It received an Honorable Mention among 20,000+ teams and the JHU Applied Mathematics & Statistics Mathematical Modeling Prize, and we later presented it as a poster at the SIAM Washington–Baltimore Area Conference and as a talk at the Mid-Atlantic Research Exchange at JHU.
- Altai Health2026
A startup I co-founded in 2026 to follow up with patients after surgery. As technical lead, I built a prototype agent that checks in with patients by text or phone and flags who needs a clinician, and we completed the JHU NSF I-Corps program.
- Single-cell analysis of Parkinson’s disease microglia2026 –
An analysis of 6.8 million nuclei from four public atlases to see whether microglia change state in Parkinson’s disease. With the Dawson Lab.
- Graph foundation model for single-cell multi-omics2026
I worked on foundation models for single-cell multi-omic integration based on graph neural networks, representing each cell as a graph of its genes, proteins, and metabolites, and on training them with unpaired RNA and ATAC data.