Bita Etaati

- Advanced Machine Learning & Predictive Analysis: Data Analytics & Machine Learning: Utilized tools such as SQL, R Studio, Pandas, Scikit-Learn, and Dplyr to analyze intricate datasets, with a primary focus on TIMS and Streetlight data. - Statistical Evaluations & Data Analytics: Delved deep into intricate traffic safety datasets, analyzing active mobility patterns and travel behavior in San Diego County. Extracted, processed, and interpreted insights from a myriad of sources, including previously collected survey data and geospatial shapefiles provided by SanDAG. - Project Leadership & Data Visualization: Championed a Safe-D funded initiative centered on geo-spatial data analysis and virtual reality visualization. Created and managed key project assets such as the website and dashboard, showcasing data-driven insights on transportation trends in Chula Vista. - Comprehensive Statistical Modeling: Applied rigorous statistical analysis and machine learning algorithms to address transportation and traffic safety challenges. Presently engaged in crafting intricate statistical models to pinpoint key determinants of pedestrian and bicycle accidents.

Fully-funded grant from Starlab