Cuie Lu Email & Phone Number

- Combine different models to optimize decision making- Build real-time fraud risk prediction models using machine learning pipeline developed in Python, and implement models in production- Create real-time model feature calculation and set up automatic model refreshing pipeline, to make updated models available in production in hours- Conduct AB testing to compare the performance of different models- Collaborate with engineers to collect new data sources such as user behavior data and device data- Set up rules and decision logics based on partner business requirements before new client launch

- Analyze large volume of transactional data to study customer behavior, identify fraud patterns and investigate anomalies- Monitor risk engine performance using various tools including Tableau and SQL query- Develop models in SAS Enterprise Miner and implement the models in production to control fraud rate- Create automatic alerts to detect fraudulent purchase behaviors and monitor abnormal data issues- Write scalable and efficient SQL scripts to retrieve and explore data from various sources to solve business problems and reporting requests

Gainesville, Fl

- Worked on FDOT project “Multimodal and Corridor Applications of Travel Time Reliability”Assembled literature review, conducted simulation experiments in CORSIM, analyzed data and developed models, designed scenarios in spreadsheet to estimate arterial travel time, and drafted project reports.- Worked on NCHRP project 3-60A “Validation and Enhancement of the Highway Capacity Manual's Interchange Ramp Terminal Methodology”Extracted flows, queues, and signal timings from video, estimated capacity, queues, and delays of the interchanges, compared the estimated results to field observations, and drafted project reports.- Worked on NCHRP project 3-87 “Proactive Ramp Management Under the Threat of Freeway-Flow Breakdown” Collected and cleaned traffic, weather, and incident data.

Shanghai, China

- Conducted system testing on National Youth and Science Funding project “A New Traffic Distribution Method and Analytic Research based on Traffic Behaviors”.- Collected and analyzed data from different freeway sections through video detection system AUTOSCOPE, developed a Cellular Automaton program on freight vehicles in C language, analyzed the impact of freight vehicles on highway safety, and finished project report on the Guangdong DOT project 2004-33 “Analysis and Measurement on the Impacts of Freight Vehicles on Highway Capacity and Safety”.

Ph.D., Transportation

Master Of Engineering, Transportation