Xin Ye Email and Phone Number

SI 370 - Data ExplorationSI 618 - Data Manipulation and Data Analysis

• Conduct literature reviews, organize, summarize and report findings.• Produce written summaries of literature assessments, focusing on the synthesis of the body of references.• Maintain version control of documents and facilitate multiple rounds of review and revision.• Assist in the preparation of white papers, other articles, reports, and presentations.• Attend project meetings.

Data Elements from Video using Impartial Algorithm Tools for Extraction: Explored ML algorithms to predict passengers’ motion sickness based on video; compared human labeling performance; applied cognition principles to algorithm development; coded MATLAB for Fleiss Kappa Analysis.

Conducted company-wide interviews in a team using contextual inquiry methods. Analyzed information by creating an affinity wall. Finalized the results in a report and presented findings to the client.

Project1: System Security and Intelligent Protection of Human-Machine Integration, Ministry of Sci & Tech of China• Programmed experiments by Matlab and collected preliminary data on human reliability; Summarize the framework of the literature review; Assisted in writing the white paper; Explored multi-modal and different warning messages in correcting high-risk traffic behaviors; Data analysis with R and STATA.Project2: Correction and Prevention in High-risk Traffic Behavior: Warnings• Programmed simulation platform by Unity; Explored multi-modal and different warning messages in correcting high-risk traffic behaviors; offered references to the formation of Chinese Automobile Interaction Standards.Project3: Auditory Messages for Intersection Movement Assist (IMA) Systems: Effects of Self-prioritization• Assessed the effects of various warning messages and the trust level for the Intersection Movement Assist System to explore application of self-prioritization effect in auditory warning

Responsible for the game “Dream and Lethe Record” , analyzing and processing of daily user game data and presenting the analysis results in the form of reports; Conduct data analysis of players' behavioral characteristics in the game and provide decision support for the business team.

Designed the construction of logic for Alipay funds platform; used the Kano Model to define the priority and established an Experience Canvas; performed 3+ usability tests.