Harvard University
M.S. Data Science · MIT cross-registration
九坤投资·HarvardD. E. Shaw Research Science and Engineering Fellowship
Ziling Hu胡梓凌
Research, engineered.
From models to systems,
from evidence to impact.
01 / ORIGIN
Education & fellowships.
University of Wisconsin–Madison
B.S. Mathematics · Data Science · Computer Science
D. E. Shaw Research Science and Engineering FellowshipHilldale Research FellowshipHina and Faisal Mushtaq ScholarshipDavid L. Young Math ScholarshipNSF REU Fellowship
02 / TRAJECTORY
Selected experience
A path through research, infrastructure, and consequential software.
九坤投资 · Data Lab
Quantitative Research Intern
Building medium-to-low-frequency arbitrage strategies from alternative datasets, including global patent activity.
QUANT RESEARCHAITOPIA · Beijing
Data Development Engineer
Built a DataHub-based governance platform and a declarative ETL framework that reduced new-source engineering work by 70%.
DATA SYSTEMSEpic Systems · Oncology R&D
Full-stack Software Engineer
Designed oncology ingestion infrastructure for Cosmos and shipped clinical systems used across U.S. cancer care.
HEALTHCARE03 / RESEARCH
Making machines read the physical world.
Work spanning embodied sensing, generative-model evaluation, structural biology, and scientific instrumentation.
01Embodied Intelligence ↗02Generative Models ↗03Scientific ML ↗04Machine Learning ↗05Unsupervised Learning ↗
CVPR 2026 · Workshop
Beyond motion primitives: Behavioral activity recognition from head-mounted IMU
ICML 2026 · Workshop
Setting-matched and semantics-scaled benchmarking of one-step generative models
JCIM · 2026
Top-down scoring of spectral fitness by image analysis for protein structure validation
NeurIPS 2024 · Workshop
Rapid protein structure assessment via a forward model for NMR spectra
J. Phys. Chem. B · 2024