Dental assistant with hands-on experience in patient assessments, clinical support, and patient education. Known for creating an innovative, comfortable environment during treatments and building strong patient rapport. Background in sports medicine research and data analysis/synthesis, bringing a detail-oriented, evidence-based approach to clinical care.
Overview
2
2
years of professional experience
Work History
Co-Researcher, Co-Author
Independent Research With Dr. Eric Bradlow
Bellevue, WA
06.2025 - 10.2025
Developed a machine learning framework to predict next-season injured reserve (IR) risk for NFL wide receivers and tight ends using multi-source data
Aggregated and engineered 746 player-season observations (2018–2023), combining tracking, workload, demographic, and injury-history data
Implemented and compared logistic regression, random forest, neural network (MLP), and XGBoost models, identifying XGBoost as the top performer (58.3% balanced accuracy)
Applied SHAP (model interpretability) to identify key injury predictors, including speed (40-yard dash), workload (snaps), and player usage metrics
Built a full end-to-end ML pipeline including preprocessing, feature engineering, class imbalance handling (SMOTE), and hyperparameter tuning
Conducted statistical analysis (Mann-Whitney U tests) to validate relationships between features and injury outcomes
Presented findings at IEEE MIT URTC / ICBHI-level research conferences, contributing to sports analytics and athlete health research
Dental Assistant
Renton Kids Dentistry
Renton, WA
06.2024 - 08.2024
Obtained a Dental Assistant License to legally permit this experience.
Assisted in patient assessments and oral examinations under supervision.
Prepared treatment rooms, sterilized instruments, and maintained inventory of dental supplies.
Educated patients on proper oral hygiene techniques and post-treatment care.
Conducted X-rays, cleanings, and tooth extractions (with doctor supervision and aid)
Dental Intern
Totem Lake Family Dentistry
Kirkland, WA
06.2023 - 08.2023
Shadowed hygienists and assisted in patient care.
Sterilized equipment and learned patience, dexterity, and precision from dentists.
Documented patient records accurately in digital systems for efficient tracking.
Collaborated with team members to enhance patient comfort and satisfaction levels.
R&D Researcher – Pharmacology and Toxicology at Otto-von-Guericke UniversityR&D Researcher – Pharmacology and Toxicology at Otto-von-Guericke University