Nicole is an undergraduate student at UC Berkeley, pursuing a double degree in Computer Science and Data Science. She is passionate about leveraging machine learning to enhance human quality of life, particularly in intelligent traffic systems and autonomous driving. Under the mentorship of professor Alexandre Bayen, her current research centers on developing models to simulate diverse vehicle scenarios, with the goal of enhancing both energy efficiency and road safety. Recognizing the critical challenge posed by the scarcity of high-quality data, she hopes to adapt this data to complex global traffic systems, ultimately, reducing emissions and fuel consumption to advance sustainable and equitable transportation on a broad scale.
Nicole Han
