Research & software

Research & software.

Kidney cancer research and tools for clinical researchers.

01

Cleveland Clinic / Lead full-stack developer / 2025–present

Parse-EMR Prompt Design System

A no-code workspace where researchers turn chart-review questions into structured, reusable workflows.

40+Researchers
500,000+Patients across review projects
  • Design: branching prompts, record selection, and configuration validation.
  • Run & reuse: saved projects, batch jobs, caching, and usage controls.
  • In development: generate a review workflow from a research question.
Machine learningLLM evaluationFull-stack development
Related publication: LLM-mediated database construction
02

Radiomics / Conceived & developed / 2026

The CLARITY Score

I developed a CT-derived score to predict surgical approach and perioperative outcomes for kidney tumors.

CT imagingComputational biomarkersFirst-author preprint
Read the medRxiv preprint

Preprint; not peer reviewed.

03

AIM-HI Lab / Radiomics & multimodal modeling lead / May 2025–present

Multimodal kidney cancer research

I lead imaging and multimodal modeling for the lab’s kidney surgery research.

  • Linked 2,000+ CT studies, 1,000+ pathology slides, and longitudinal clinical data.
  • Build models for survival, recurrence, tumor aggressiveness, and surgical outcomes.
  • Led meetings, project handoffs, and onboarding during a senior staffing gap.
PyTorchPyRadiomicsMultiple-instance learningMultimodal modeling
Related publications →

More things I’ve built

Other software.

Application

Dunlin

A cross-platform goal-tracking app with SMART milestones, progress analytics, sync, and habits.

React NativeElectronSQLiteFirebase
View on GitHub