Bryce Grover
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Bryce Grover

Data scientist. Machine learning, computer vision, statistical modeling.

Data scientist. Georgetown M.S., Chapman B.S. Machine learning, computer vision, and statistical modeling.
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M.S. Data Science & Analytics, Georgetown (Dec 2026). B.S. Data Science and Business, Chapman (2025). Most recently a data analyst on the Enterprise Alignment team at Mission Support and Test Services, supporting NNSA missions at the Nevada National Security Site. U.S. citizen, clearance-eligible.


Selected work

Arctic Shipping Routes Under Retreating Sea Ice
2 min

AIS vessel-position data joined to sea ice extent records for the North Atlantic and Arctic. Spatial clustering of vessel routes over time to see how shipping lanes shift as…

Aug 2026
Courier Assignment and Bottleneck Detection in Urban Food Delivery
3 min

Washington, DC road network plus a simulated day of 15,188 delivery orders. Betweenness centrality for bottleneck detection, courier-assignment strategy comparison, and a…

Aug 2026
Curriculum Learning for Dental Disease Detection
4 min

DENTEX 2023 panoramic X-rays, YOLOv8m segmentation. A three-stage curriculum (quadrant → tooth → disease) versus a matched single-stage baseline: mAP@0.5 of 0.394 vs 0.417.…

Apr 2026
Predictive Modeling of U.S. Oral Health Outcomes
6 min

NHANES 2017–2018, n = 5,265. Logistic regression, random forest, and XGBoost under 5-fold CV. ROC-AUC of 0.849; a two-stage regression on socioeconomic predictors alone cut…

Apr 2026
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