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Qingyu Ma

  • Software product engineer (intern) at ESRI
  • University of Pennsylvania
  • Virginia - US
  • http://qingyuma.com/

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.

Qingyu Ma’s Impact Score: 3.60


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3.60
Rank: 152
Project Outcome
Project Quality
Project Engagement
Perceived Participation
Perceived Capacity

Perceived Capacity: 0.00

lt measures the capacity (e.g., knowledge, skills) of a user that serves as the foundation of their personal impact.

Project Outcome: 0.00

It measures the concrete changes that a project brings, like the revenue generated by the project.

Project Quality: 0.00

It measures the quality of a project at various stages in the process including validity, reliability, and reproducibility

Project Engagement: 0.00

It measures the extent that a project helps to generate insights in other institution.

Perceived Participation: 3.60

It measures the degree of user involvement and participation in online and offline activites.

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Qingyu Ma

  • Software product engineer (intern) at ESRI
  • University of Pennsylvania
  • Virginia - US