# Xuemei Liu

> Engineer at Aven. We are hiring!

Location: Santa Clara, California, United States
Profile: https://flows.cv/xuemei

Interested in learning new ideas and business models.

Expertises in Distributed System, Networking, SDN, large-scale software development.

Expertises in data mining and analysis.

https://scholar.google.com/citations?user=R19sd8cAAAAJ
https://github.com/cfdream/

## Work Experience
### Software Engineer @ Aven
Jan 2022 – Present | Burlingame, California, United States
Our mission is to provide people with cheap and convenient access to capital. Feel feel to reach out to me if you are interested in what we are doing here!

### Software Engineer @ Facebook
Jan 2021 – Jan 2022 | Menlo Park, California, United States
Build Network Infrastructures.

### Software Engineer @ Google
Jan 2016 – Jan 2021 | San Francisco Bay Area
Mainly focus on large-scale datacenter networking. Familiar with distributed SDN controller architecture, traffic/topology engineering; Familiar with networking modeling systems and management workflows.

### Research Intern @ Networking and Cloud Team, Ericsson Research Silicon Valley
Jan 2015 – Jan 2015 | San Jose, California, United States

### Software Engineer @ Baidu, Inc.
Jan 2012 – Jan 2014
Kaiwu: User behavior analysis system for Baidu Union(ADs) group. 
- Focused on improving the query classifying system, applying techs like feature selection, word2vec, word weight analysis.

Weigou (New product): 
- Participated in the development of the back-end system, including as, bs, ers, pfs, qfs, pws. 
- Design and implement the item ranking model, applying entropy and optimization theories.

tuan.baidu.com: 
- Predicted the click through rate (ctr) of items with logistic regression model, including extracting features from dimensions like page, query, and user, building data cleaning model to exclude the affect of page and query on item ctr statistics, and developed automatic scripts to run the tasks of data cleaning, training, and prediction (based on Hadoop and MPI). Overall ctr was improved by 5%.
- Participated in the development of the back-end systems.

### Research Intern @ Hewlett-Packard Laboratories
Jan 2012 – Jan 2012 | Palo Alto, CA

### Software Development Engineer Intern @ Tencent
Jan 2011 – Jan 2011

### Software Development Engineer Intern @ Microsoft
Jan 2010 – Jan 2011 | Shanghai City, China

### Software Development Engineer Intern @ Intel Corporation
Jan 2010 – Jan 2010


## Education
### PhD Candidate (grad with Master’s Degree) in Computer Science
University of Southern California

### Master's Degree in Computer Science
Shanghai Jiao Tong University

### Bachelor's Degree in Computer Science
Xidian University


## Contact & Social
- LinkedIn: https://linkedin.com/in/xuemei-liu-62aba12b

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Source: https://flows.cv/xuemei
JSON Resume: https://flows.cv/xuemei/resume.json
Last updated: 2026-04-10