mirageliz

Applied Scientist 2 (Nlp)

5-year FTE at Microsoft Beijing, working on NLP/CV projects. Multiple internships in Microsoft and Amazon.


Experience: 5 years

Yearly salary: $80,000

Hourly rate: $40

Nationality: 🇨🇳 China

Residency: 🇨🇳 China


Experience

applied scientist (cv)
Microsoft
2019 - 2020
Worked on image and animation generation, AI automatic editing for AI creation products. Image generation. Experimented with various methods of image generation, like Fourier transformation, StyleGAN, UGATIT, etc. Deployed service in production with Kubernetes. Animation generation. Researched human pose estimation method like OpenPose and AlphaPose. Used AlphaPose to obtain human's key points and map them onto the shadow puppet to control the puppet to move. Generated single frame and coherent into animation. Added music to make into animation. This project is with China Art College, aiming at extending traditional shadow puppet shows. AI automatic editing. Training and testing data collection and augmentation. Trained scene recognition model and achieved high PR. Music rhythm recognition and shot arrangement rule of TV shows.
software development engineer intern
Microsoft
2019 - 2019
Fix several bugs. Add a feature(C#) in Copy/Paste Action of PowerPoint Online.
software development engineer intern
Amazon
2018 - 2018
Environment setup, Data warehouse migration project, backend service migration, Global Store Size Chart.
recommender system algorithm intern
Sina Weibo
2017 - 2017
Online and offline data statistics, Feature building, Model training.

Skills

backend
java
python
dot-net
english