I’ll graduate as a Ph.D. in transportation in 2021. During my study, I did above 250k funded projects with the Virginia Department of Transportation. I applied professional geospatial mapping technologies in the projects and provide unique, low-cost, highly-efficient solutions. I play with all kinds of safety-related data (e.g., Streetlight Data, INRIX Data) to tell convincing stories. For example, in one of my projects, I wrote a script that automatically download satellite images at intersections. Then, the thousands of screenshots were used for training a model to recognize turning arrows on the lanes. Eventually, all turning arrow information can be automatically detected using Google Map API with satellite images. This project has been selected by TRB IDEA program and get funded for $180,000. I raise this example to demonstrate that I can see the values in data mining like nobody has seen before.