Essential tool for transportation planners and policymakers, providing insights to optimize system performance. Large-scale network simulation for urban congestion analysis and infrastructure planning.
Deep learning models for predicting traffic speed and incidents across large highway networks. Deployed systems with live data pipelines for transportation agencies.
Assessed pandemic impact on downtown Pittsburgh traffic by visualizing speed and count data before, during, and after COVID-19. Interactive web dashboards for policy makers.
Developing solutions for flexible travel options with expanded riding hours and dynamic pick-up/drop-off locations. Deployed the Rural Access Mobility Platform (RAMP) in Greene County, PA to improve transportation access in rural communities.
Developed precipitation-based landslide risk assessment and alert dashboard for Maryland State Highway Administration. Integrates real-time weather data, soil moisture prediction, and geospatial slope analysis for statewide monitoring and early warning.
Contributed to major experiments at CERN including Higgs boson searches, CP violation measurements, and detector development. Published in Physical Review Letters and Physical Review D.
Designed and built pad, strip, pixel, and 3D CVD diamond detectors for extreme radiation environments. Integrated Diamond Beam Monitors into ATLAS readout systems.