Invention starts on the clinical floor.
Every patent I've filed traces back to a gap I found working alongside clinicians: a workflow that broke, a decision that lacked data, a process that burned time patients didn't have. I didn't set out to be an inventor. I set out to fix things that were broken in a high-stakes environment where broken has consequences.
Patents & Disclosures
5 Patents · 3 Solo InventorModular AI Engine for Dynamic Patient Similarity, Predictive Inference, and Real-Time Clinical Decision Support in OncologyFiled · US 202515983+
A configurable AI engine that identifies similar patient cohorts, runs predictive inference, and surfaces decision support at the point of care, in real time, within existing oncology workflows.
System and Method for Smart Schedule Management of Radiotherapy PatientsFiled · US 202516043+
Intelligent scheduling logic purpose-built for radiotherapy, optimizing patient throughput, resource allocation, and time-to-treat across complex multi-machine environments.
Agentic AI Assistant for Oncology Information Systems for Radiotherapy WorkflowFiled · US 202601422+
An autonomous AI assistant embedded directly into oncology information systems, designed to reduce administrative burden and surface clinically relevant actions without disrupting workflow.
System and Method for Ambient Clinical Intelligence and Workflow-Integrated Documentation in OncologyFiled · US 202601424+
Ambient AI that listens, understands clinical context, and generates structured documentation in real time, eliminating manual charting without requiring clinician input.
PRISM-RT: Personalized, Real-time Instruction & Signal-orchestrated Education ModulesFiling Imminent · US 202603962+
An adaptive clinical education framework that personalizes instruction based on real-time performance signals, built for radiation oncology training at scale across global institutions.
Publication
A technical architecture for local-first AI that keeps personal health data on-device: no external servers, no data sovereignty compromise. Published openly for the field.
View on Zenodo →Responsible invention in clinical AI means solving the right problem, for the right population, with the right guardrails. Filing a patent is easy. Building something a clinician trusts and a regulator can audit is the actual work. That's the standard I hold myself to.
Each invention in this portfolio is designed to be embedded into production clinical systems.
Built to deploy across the 4,850+ radiation oncology sites operating globally today.