Biology · UC Riverside · Medical Imaging & Clinical Research Portfolio
Biology student at UC Riverside with clinical radiology exposure, research discipline, and a focused interest in medical imaging, 3D visualization, and diagnostic analysis. Portfolio covers X-ray image classification, DICOM-based review workflows, 3D Slicer segmentation, and OsiriX-based imaging exploration.
Analyzed X-ray imaging and supported diagnostic workflows in a hospital setting. Assisted in identifying key visual patterns and abnormalities in radiographic images, and collaborated with healthcare professionals to review cases and support evaluation of medical imaging systems.
Observed patient care workflows and clinical decision-making including biopsies and minor procedures. Collaborated with medical students and residents to discuss diagnoses and treatment approaches.
Provided direct patient support, including vital signs, mobility assistance, and clinical material preparation. Gained exposure to surgical procedures, emergency care, and hospital workflows.
Selected through a competitive national program for hands-on exposure to clinical practice and healthcare systems. Participated in simulations, suturing, and interdisciplinary training focused on patient care and clinical reasoning.
Conducted molecular biology research involving DNA extraction, PCR, and gel electrophoresis to analyze genetic barcoding in pomegranates. Optimized lab protocols and contributed to phylogenetic modeling. Co-authored a published protocol for high molecular weight DNA extraction.
Led structured study sessions on advanced organic chemistry topics including reaction mechanisms and spectroscopy. Developed instructional materials and applied evidence-based teaching strategies.
Python-based medical imaging project analyzing X-ray images for common abnormalities with preprocessing, model training, and visualization of prediction outputs.
Segmentation and reconstruction workflow converting CT imaging data into interpretable 3D anatomical models using ROI isolation and mask refinement.
Structured DICOM review process across axial, sagittal, and coronal views with consistent annotation and organized series review.
Case-study workflow segmenting a lesion ROI and generating reproducible 2D/3D measurement outputs for consistent shape, location, and size review.
Co-authored a published protocol detailing optimized methods for high molecular weight DNA extraction from pomegranate samples. Conducted experimental validation and contributed to protocol refinement to improve DNA yield and quality for downstream genetic analysis.