BinGui
Senior System Scientist & Chief Data Scientist
Ph.D. in Physics with a strong background in analyzing complex systems and developing practical solutions. Currently serving as Senior System Scientist at CMU's Department of Civil and Environmental Engineering and Chief Data Scientist at TraffiQure Technologies — a CMU spinoff using AI & ML to improve transportation system planning and operation.
Get in Touch
Email: bingui [at] cmu [dot] edu
Department of Civil & Environmental Engineering
Carnegie Mellon University, Pittsburgh PA
Experience
Forecasting traffic speed, anomalies and incidents 30 minutes ahead to enable proactive traffic management. GIS-based platforms for demand-driven bus service and on-demand mobility integration.
Map matching across 4+ TB of GPS probe vehicle data, deriving stops, tours and route choices. Real-time signal timing plan recommendations, and a GIS-based COVID-19 mobility monitoring system for Downtown Pittsburgh.
Searches for Higgs boson pair production across 10 TB of ATLAS data, plus track reconstruction and track-to-vertex association.
Large-scale analysis, statistical modelling and inference on elementary particle properties. FPGA programming in VHDL, with a LabVIEW control interface, and beam tests at a radiation facility.