Research

From AI projects to clinical tools, here's what I've been working on

The Algorithmic Empath: When AI Becomes Our First Listener

April 2026
TEDxCarrollwood
Tampa, FL
TEDx Talk

Observer: Creation of a Novel Multimodal Dataset for Outpatient Care Research

February 2026
Journal of the American Medical Informatics Association
University of Pennsylvania
Publication
DOI: 10.1093/jamia/ocaf182

Speaker Role Identification in Clinical Conversations

January 2026
Proceedings of the Pacific Symposium on Biocomputing (PSB) 2026
University of Pennsylvania
Publication
DOI: 10.1142/9789819824755_0011

MedVidDeID: Protecting privacy in clinical encounter video recordings

October 2025
Journal of Biomedical Informatics
University of Pennsylvania
Publication
DOI: 10.1016/j.jbi.2025.104901

Speaker Role Identification in Clinical Conversations

September 2025
Pacific Symposium on Biocomputing (PSB) 2026
University of Pennsylvania
Hawaii, USA
Poster Presentation
DOI: 10.7490/f1000research.1120293.1

Real-World Outcomes of BTK Inhibitors (BTKi) in Chronic Lymphocytic Leukemia/Small Lymphocytic Lymphoma (CLL/SLL) Patients With Preexisting Cardiovascular Comorbidities

September 2025
Society of Hematologic Oncology (SOHO) 2025
Sidney Kimmel Medical College
Houston, TX
Poster Presentation
DOI: 10.1016/S2152-2650(25)01869-5

Capturing the Visitome: Sociotechnical Ethnography in Clinical Visits

May 2025
American Medical Informatics Association (AMIA) Clinical Informatics Conference (CIC) 2025
University of Pennsylvania
Anaheim, CA
Oral Presentation
AMIA On Demand

Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models

April 2025
Proceedings of the AAAI Conference on Artificial Intelligence
University of Pennsylvania
Philadelphia, PA
Publication
DOI: 10.1609/aaai.v39i19.34183

MedVidDeID: Protecting Privacy in Clinical Encounter Video Recordings

March 2025
American Medical Informatics Association (AMIA) Annual Symposium 2025
University of Pennsylvania
Pittsburgh, PA
Oral Presentation
AMIA 2025 Summit Session Gallery

Enabling REDCap as a Tool for Multimodal Video-Labeling Research

September 2024
REDCapCon
University of Pennsylvania
St. Petersburg, FL
Poster Presentation
DOI: 10.13140/RG.2.2.10338.54723

Development of a Novel Blockchain Medical Device Supply Chain Tracking Application

April 2021
Capstone Project
Arizona State University
Tempe, AZ
Capstone Project
DOI: 10.13140/RG.2.2.22408.96005

Leukemia Decision Support Web Application Development Process

April 2020
Arizona State University (ASU) Biomedical Informatics Program
Arizona State University
Tempe, AZ
Poster Presentation
DOI: 10.13140/RG.2.2.20237.56803

Usability Testing for a Leukemia Decision Support Web Application

November 2019
American Medical Informatics Association (AMIA) Annual Symposium 2019
Arizona State University
Washington, D.C
Poster Presentation
DOI: 10.13140/RG.2.2.11848.96009

Acknowledgements

Artificial Intelligence in Outpatient Primary Care: A Scoping Review on Applications, Challenges, and Future Directions

October 2025
Journal of General Internal Medicine

Acknowledged for reading and providing feedback on the manuscript.

DOI: 10.1007/s11606-025-09938-0

Medical Devices Digital Threads and their Supply-Chain Management on Blockchain

April 2021
Thesis Acknowledgement
Arizona State University

Acknowledged for contributions related to industrial supply chain management of medical devices and consortium blockchain discussions.

Arizona State University KEEP

Extra-Curricular Activities

COVID-19 Urgent Statistics Dashboard

April 2020

Aided with the development of a COVID-19 Urgent Statistics Dashboard as a volunteer, collaborating with Arizona State University and the University of Arizona for the Arizona Department of Health Services.

PowerPoint

LeukApp Technical Improvements

April 2020

Volunteered for technical improvements on the LeukApp project mentioned previously.

Poster