徐上

Key Skills

Freelancer Overview

Resume Personal Information Name:Xu Shang DateofBirth:09/06/1994 Phone:00853 65228659 Email:[email protected] Work Experience Since graduation, I have been working as a freelancer. During my time at university, I participated in multiple research and practical projects, which helped me develop strong researchandanalyticalskills,aswellasproficiencyin computerprogramming. Todate,Ihavebeendedicatedtoprovidingawiderangeofbusinessandacademicanalysis, data solutions, and technical support to various companies and individuals. (Due to confidentiality agreements and privacy concerns, I am unable to provide detailed client information.) Project Experience Selected Project Experience  Developed a deep learning model for vehicle and pedestrian trajectory prediction foranacademic project,andimplementedresult visualization.  Assisted a media operation company by using Python to scrape relevant data from social media platforms within a specific time frame. (The company obtained permissionfromthesocialmediaplatforms,andtheprocesscompliedwithlegaland ethicalstandards.)  Provided algorithm development and business consulting support for a technology company,including dataanalysisand forecasting potentialfuturebusinesstrends.  Developed a binary classification model to improve performance generalization for an academic project. Expanded data dimensions, introduced noise to enhance modelgeneralization, utilized GANs to generate adversarial data,and optimized the model. Education Master