Data Science
HPV Vaccine Assay Optimization
Redesigned pharmaceutical R&D workflow, replacing linear regression with hypothesis testing to achieve 10x throughput improvement.
PythonStatistical TestingScientific ComputingSpectroscopic Analysis
Work
Selected projects across pharma R&D, healthcare analytics, and ML systems.
Machine Learning
Healthcare Cost-of-Care Prediction
Led patient clustering and cost prediction modeling for a major healthcare organization, translating outputs into financial insights.
PythonScikit-learnSQLClustering+1 more
Web Development
ML-to-Dash Pipeline Automation
Built automated pipelines transforming PhD research codebases into interactive, stakeholder-ready Dash applications.
PythonDashPlotlyRegex+1 more
Research
Self-Supervised Satellite Segmentation
Applied self-supervised learning to satellite image segmentation during first-year undergraduate research.
PyTorchSelf-Supervised LearningComputer VisionSatellite Imagery
Data Science
GLP-1 Therapy Patient Targeting
Analyzed Medicare/Medicaid data to identify underrepresented patient populations for Wegovy and Ozempic outreach.
PythonSQLHealthcare DataSegmentation Analytics