Research
My research interests lie at the intersection of machine learning, software systems, and human-centered applications. I am particularly interested in developing computational tools that improve accessibility, efficiency, and decision-making in real-world environments.
Current Research
Software Developer
Florida International University
Lab Director: Dr. Christian Poellabauer
Faculty Collaborator: Dr. Shanna Burke
- Design, develop, and test a mobile application for collecting participant-reported data on sleep, treatment, and daily well-being as part of a cancer survivorship research project funded in part by the Florida Cancer Innovation Fund.
- Develop and maintain a web-based administration platform for managing research studies and creating and configuring surveys and activities.
- Design and maintain database infrastructure supporting research study configuration, survey and activity management, and participant data management.
- Implement and maintain software functionality based on requirements provided by the research team and collaborators.
- Software developed is also used by Baptist Health South Florida in clinical surgery-related studies.
Focus Areas
Previous Research Experience
Undergraduate Researcher
California State University San Marcos
Research Supervisor: Dr. Ali Ahmadinia
- Conducted Genentech-sponsored undergraduate research focused on computer vision for low-cost embedded systems.
- Developed and tested YOLOv4 TFLite object detection models using Google Colab.
- Evaluated models on a Coral Development Board, benchmarking inference speed (FPS) and mean Average Precision (mAP).
- Presented research findings at the Summer Scholars Undergraduate Research Program Final Research Showcase.
Focus Areas
Publications and Presentations
I am currently developing my research portfolio and do not yet have peer-reviewed publications.
Future publications, posters, and presentations will be listed here.
Object Detection Using Low Cost Embedded Systems
Summer Scholars Undergraduate Research Program Final Research Showcase, California State University San Marcos, 2021.
Poster