EDUCATION
Lausanne, Switzerland
Master's Degree of Digital Humanities
GPA: 5.1/6.0
Harbin, China
Bachelor’s Degree of Engineering in Digital Media Technology
GPA: 3.3/4.0
WORKING EXPERIENCE
July 2021 – August 2022
AI Researcher
- Multi view video data collection and calibration;
- Real time dynamic 3D avatar and scene reconstruction based on NeRF (neural radiation field);
Apr 2018 – October 2019
Application System Engineer
- Participated in the Construction of AI Service Robot in Evergrande Group(a group key project), .
- tested the accuracy of the answer, and found the factors that can affect its behavior and then trained the robot to raise the answer accuracy.
- Data Analysis for the AI Robot Usage.Take measures namely to increase the user activity.
- Managed the project of the meeting reservation system, including requirements collection, system design, implementation&testing, verification.
Aug 2017 – Apr 2018
Product Manager
- Collected requirements and designed solutions for Internet micro-credit products.
- Field research on target users’ using habits of micro-credit products.
PROJECTS
March 2021 - June 2021
Research on Dynamic Digital Avatar
- Rendering and training acceleration of dynamic Neural radiance field
- Use the collection tool to collect multi-view data
- test and modify different frameworks (Neuralbody, fast Nerf, Nerfies, etc)
- Use incremental learning method to process a large number of industrial long videos to encode the dynamic radiation field
- Collect Tweets according to different hashtag
- Analysis on public hesitancy on different COVID-19 vacccine
- Analysis on public hesitancy in different regions of the U.S.A. on COVID-19 vacccine
- Roof generator
- Window generator
- Simplified building generator
- Venetian city generator
- People detection using Yolov3
- Camera calibration
- Social distance detection
- Social risk heat map generation
Nov 2016 - Jun 2017
Research on the relationship between sentiment classification of Chinese news and stock price based on SVM
- Used the knowledge of natural language processing, probability theory and algorithm to calculate the news sentiment tendency of one particular stock.
- Compared the relevance of the later five trading days’ stock trend and the news’ emotional tendency.
Mar - July 2016
Design of an AR Application called Learning Interest
- Modelled the animated characters, and added animation to the characters.
- Designed the booklets for the Application to identify.
- Designed the story line, animation scripts. Built the cartoon characters’ model with Maya.
- Studied on the animation performance and authenticity of ice and characters under different parameters namely materials, lighting, texture mapping in Maya.
- Edited, added sounds and special effects.
Nov 2013 – June 2014
Design of Industry and Commerce Administration Information System
- Developed a web social app based on PHP.
- Stored users, case details and other information with MySQL database.
- Utilized HTML/CSS, and BootStrap template for front-end implementation.
HONORS
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Jul 2016
1st prize of Chinese College Computer Design Competition(Digital Media)
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Aug 2016
2nd prize of Chinese College Computer Design Competition(Animation& Computer Games)
SKILLS
Programming Languages: Python
Tools: Pandas, pytorch, Yolov3(visual detection framework), Houdini, Maya
LANGUAGES
Chinese: Mother Language
English: C1
German: B1
French: A1
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