Machine learning researcher, Bioinformatics Analyst Senior, and PhD candidate at the University of Kentucky. I develop EHR-based models for early detection, prognosis, and clinical decision support. Clinical prediction targets include IPF/ILD, chronic obstructive pulmonary disease (COPD), Alzheimer’s and related dementias, autism, coronary artery disease, HFpEF, stroke, postoperative cardiac events, suicide/self-harm risk, depression, PTSD, pancreatitis, exocrine pancreatic insufficiency, insulin dependence, chronic kidney disease and progression, osteoporosis, osteoarthritis, sarcopenia, frailty, connective tissue disorders, ME/CFS, Parkinson’s disease, macular degeneration, and hearing loss. I partner with clinicians on validation, calibration, and workflow integration.