A computational social scientist interested in measuring innovation in science and Technology, discovering effective team mechanisms to accelerate innovation, and desigining AI tools to automate innovation.
To prepare the future workforce for the automation age, I work as a LinkedIn Economic Graph Scholar to analyze the skills of 500 million LinkedIn users and predict their optimal, next skills for salary using artificial neural networks.
To promote innovation in science and technology, I identify 10 million scientists from the Web of Science dataset and analyze their citation records to reveal the aging effect. I also investigate the impact of institutional switch on innovation.
2019 - present
2015 - 2018