# Yuntian Shen

> SDE at Trimble Maps

Location: Princeton, New Jersey, United States
Profile: https://flows.cv/yuntian

Yuntian Shen holds a Master's Degree of Industrial Engineering and Operations Research at UC Berkeley, focusing on Machine Learning. In his Master's program, he completed a stock prediction project by Precisemind.AI, where he analyzed the structure of the Chinese market, extracted and processed sentiment data, and built an ML model that output a daily confidence index to indicate public attitude toward the market. He had internship experiences as an ML engineer at Xiaocun LLC and Shanghai Orient Securities Company Limited and as an NLP engineer at Microsoft. He developed an NN model calculating Xiaocun's delivery person's salary subsidy, programmed algorithms for quantitative investment and abnormal transaction data detection at Orient Securities, and processed pptx dataset for a fuzzy search project at Microsoft. Besides, Yuntian has a strong research background in ML algorithms and industrial engineering. He conducted several ML projects, including a fake news filtering project with Prof. Gregory Kesden from Carnegie Mellon University and a spam detection project with Prof. Ilias Tagkopoulos from UC Davis. Supervised by Prof. Yupu Yang from Shanghai Jiao Tong University, Yuntian engaged in developing deep generative models for anomaly detection, building an inspection robot system for China Southern Power Grid, and conducting an aging assessment of baggage carousels in Shanghai Pudong International Airport Terminal 2. Yuntian holds a B.A. in Computer Science from UC Davis.

## Work Experience
### Software Engineer @ Trimble Maps
Jan 2022 – Present | Princeton, New Jersey, United States

### Data Analyst @ Precisemind.AI
Jan 2021 – Jan 2022 | Berkeley, California, United States
Yuntian Shen analyzed the structure of the Chinese stock market compared to the US market and determined to use sentiments by individuals on Xueqiu.com as the source of data. Yuntian extracted sentiment data from stock social medias, including Weibo and Xueqiu, with web crawlers lively. He preprocessed Chinese text data with Jieba package and built an LSTM model to classify positive and negative sentiments. Our team utilized the proportion of positive sentiments to build a market prediction and trend analysis model.

### Programmer @ XIAOCUN | Muncho
Jan 2020 – Jan 2021 | Davis, California, United States
Yuntian Shen analyzed past food delivery employees’ salary data, built a NN model that calculated proper salary subsidy based on past data, and improved the front-end of the food delivery app.

### Machine Learning Engineer @ Oriental Securities (Pvt.) Ltd.
Jan 2019 – Jan 2020
Yuntian Shen worked as a ML engineer assistant at ML and Database Joint Lab. He collected data of products of fund companies in current market and predicted their future profit with NN to analyze the products of each company. He also studied abnormal transaction data and violation detection and assisted to program quantitative investment algorithms.


## Education
### Master's degree in Industrial Engineering
University of California, Berkeley

### Bachelor's degree in Computer Science
University of California, Davis


## Contact & Social
- LinkedIn: https://linkedin.com/in/ytshen98

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Source: https://flows.cv/yuntian
JSON Resume: https://flows.cv/yuntian/resume.json
Last updated: 2026-04-13