Three popular business models for on-demand mobility services are peer2peer car rental, carpooling, and car-sharing. To build a successful business model, understanding the customer’s perspective in detail is critical. Peer-to-peer service distinguishes itself from the other two services (pooling and sharing) by the following features. Stricter time schedules for car…

As a data analyst with a researcher mindset (arrogant for 2 seconds), I am lucky enough to have hands-on experience with data from various fields, e.g., Biology, Neuroscience, Computer Science, Robotics, Automation, High Voltage, Physics, Finance, Marketing, etc. After finding out that many different fields have the same algorithms to…

Autonomous driving is cool, don’t be afraid to talk with your autonomous driving engineer friends, they can be extremely easy to get angry so that you can have fun XD! Pick up some questions from the four levels below, and ask your engineer friends. Level One: I don’t have a…

This article is just to share some random thoughts after reading a really interesting paper. “Emotion in reinforcement learning agents and robots: a survey “ The first thought coming into my mind after reading this paper was: How simple we human beings are! How interesting it could be if we…

Well, this article I wrote last year when I was thinking about some startups ideas. In May last year (2019), the European Commission released a report named “100 Radical Innovation Breakthrough for the future”. This article summarizes some key points from this 338-page report along with other sources to offer…