• Data analysis on traffic badge validation. The goal of this analysis is to create a dashboard for data exploration.
• In order to compensate for software accuracy and reduce errors, the validation data is compared to data obtained using an agent-oriented traffic model (MATSim).
• Using time series models (Sarimax, Neuralprophet...) to analyze the impact of influencing factors and correct statistics through data prediction.

[Tutored by: Mr. Pierre MICHEL, Reference letter click here]

“ I am very confident in Zihao abilities, he is curious, pleasant, highly motivated, and able to work a lot. ”