Annotagent
01Agentic annotation tool for arXiv research papers. Reads, understands, and marks up dense papers like a collaborator.
Things I've built
StudForge
02★ Grand Prize Finalist · Berkeley AI Hackathon
Text-to-simulation modular environment compiler for robotic swarm training in generative scenarios. Grand Prize Finalist (top 2%) at the Berkeley AI Hackathon.
MedSim
03★ Won Innovation Track · Harvard HSIL Hackathon
World model based agentic swarm solution for trauma centers. Won the innovation track at Harvard's HSIL Hackathon.
Multimodal Soil Remote Sensing
04USPTO 63/979,851 — multimodal fusion across spectral bands and topography for remote inference of soil functional properties in constrained environments.
Mutorials
05Free adaptive training software for science students. Used by hundreds of competitors for Olympiad prep.
Publications
Variable deep learning training horizons reveal the temporal complexity of biological systems
microPublication Biology (2026)
Where I've been
Experience
- UW MODLYS LabJan 2025 – PresentResearcher
Spatio-temporal modeling and dynamical control of complex biological systems with AI.
- PitchForkNov 2025 – PresentDirector of R&D
Leading a team in R&D efforts for proprietary algorithms and solutions.
- The Mu FoundationApr 2023 – PresentCTO
Architected Mutorials, a free, adaptive training software for science students with 800+ active users.
Education
- California Institute of Technology
BS, Computer Science + Neurobiology · Class of 2030
- Interlake High School
IB Diploma 42/45 · Unweighted GPA 4.0 · SAT 1590
- Carnegie Mellon University
15-122: Principles of Imperative Computation
When I'm offline
NCAA DIII Men's Varsity Water Polo
Attacker/utility. Five days a week in the Caltech pool.
Eagle Scout
Spending days serving the community and nights under the stars.
Saxophone
Classically trained pianist meets brass. Influenced by Glazunov, Ibert, Creston, etc.
Wildlife Photography
Capturing nature's rawest moments.