Welcome to my GitHub! I'm a PhD student in Harvard-MIT's Health Sciences and Technology program, studying computer science at MIT and clinical medicine at Harvard Medical School. I work under Dr. Marinka Zitnik and in collaboration with Dr. Paola Arlotta. See the lab's work here.
Previously, I completed a BS in bioengineering, BS in psychology, and minor in computer science at the University of Illinois Urbana-Champaign. Prior to my starting my PhD, I worked on quorum sensing peptide discovery (Paul Jensen, University of Michigan), real-time object tracking for microrobotics (Hakan Ceylan, Mayo Clinic), neuromorphic vision sensing (Suma Cardwell, Sandia National Laboratories), and electrolyte monitoring using ECG waveforms (Nephra, now ElectroKare).
- AI for organoids
- Single-cell representation learning
- Improving biological context for machine learning models
- Disease, genotype-phenotype, target identification, drug repurposing, and perturbation response modeling
- Concept learning and mechanistic modeling
- Diffusion and flow-based methods for multi-domain problems
- Spectral methods for graph inference