About
A little about me.
I’m studying Systems Biology with a focus on Bioinformatics and Genetics at Case Western Reserve University. At Cleveland Clinic’s AIM-HI Lab in the Department of Urology, I lead radiomics and multimodal modeling and build software for clinical research.
Research focus
I’m interested in how machine learning can connect medical images, pathology, and patient records to useful research questions.
My work spans medical imaging and radiomics, multimodal learning, urologic oncology, electronic health record abstraction, and computational biomarker development.
Education
August 2024–present · Expected May 2028
Case Western Reserve University
Systems Biology — Bioinformatics and Genetics
GPA: 3.953 / 4.000
Coursework spans algorithms and data structures, genetics and cell biology, biological systems dynamics, organic chemistry, multivariable calculus, and differential equations.
Recognition
Fall 2025 Intersections Undergraduate Research Symposium
Second place in Computer Science & Data Science, Case Western Reserve University.
Climb 4 Kidney Cancer Research Scholar
Cleveland Clinic · 2025
Technical toolkit
Programming
Python, Java, C++, R, Rust, JavaScript, HTML/CSS, SQL
Machine learning
PyTorch, scikit-learn, pandas, NumPy, PyRadiomics, multiple-instance learning, multimodal modeling, and large language model development and evaluation
Clinical data
EMR/EHR abstraction, DICOM, CT preprocessing, radiomics pipelines, synthetic clinical data, medical terminology, and diagnosis-code normalization
Web & databases
Django, React, PostgreSQL, SQLite, REST APIs, AWS, Git/GitHub
Community service
Volunteer at MetroHealth Cancer Center, Seeds of Literacy, and Heartland Hospice.
Summer 2026–present