CV
Education
-
2021 - 2025 Bachelor of Science
University of Virginia
Computer Science
- Algorithms
- Data Structure
- Software Development
- Machine Learning
- Natural Language Processing
- Linear Algebra
- Statistics
Work
- 2024/6 - 2024/7
Software Engineering Intern
DealCompass
Integrated Slack and Gmail features to the DealCompass CRM product.
- 2023/6 - 2023/8
PTA
Taihe Capital
Performed industry research on generative AI and renewable energy sectors; worked with companies in the primary market.
- 2023/12 - 2024/1
AI Engineering Intern
Zhongtiao Technology Co., Ltd.
Performed prompt engineering and reinforcement learning to fine-tune customer service chatbots for automobile brands.
- 2021/7 - 2021/8
Data Analytics Intern
Nint (Shanghai) Co., Ltd.
Investigated the effectiveness of various anomaly detection algorithms with e-commerce companies' sales time series data; preprocessed e-commerce product names with text vectorization; built and trained natural language processing model to recognize Intellectual Properties in product names.
Research
- 2024/5 - 2024/9
Undergraduate Research Assistant
NYU Tandon AI4CE Lab
Advisor: Chen Feng (Associate Professor, New York University)
Researched on the use of event camera data in training Visual Place Recognition models for solving the autonomous vehicle SLAM.
- 2022/4 - NOW
Undergraduate Research Assistant
UVA Biocomplexity Institute
Advisor: Geoffrey Fox (Professor of Computer Science, University of Virginia)
Researched on standardizing a data-driven approach to geospatial and science time series analysis demonstrated by the use of LSTM neural networks in global-scale Hydrology rainfall-runoff modeling.
- 2020/7 - 2020/9
Independent Research
Advisor: David Perkins (Visiting Assistant Professor of Computer Science, Hamilton College)
Enhanced the K-means clustering algorithm's precision by integrating Poisson Disk Sampling for the initialization of cluster centers.
Projects
- 2023/10 - NOW
Counselor AI
Led development and publication of an AI-powered college counseling app for high school and undergraduate students in the US.
Volunteer
- 2022/12 - 2023/5
Skills
Programming Languages | |
Python | |
Java | |
C | |
Javascript | |
HTML/CSS | |
SQL | |
R |
Machine Learning | |
Tensorflow | |
PyTorch/Keras | |
Sklearn | |
Pandas |
Software Development | |
React | |
React Native | |
Django | |
AWS |
Languages
English | |
Native speaker |
Mandarin | |
Native speaker |
Interests
Machine Learning | |
AI for Science | |
Time Series Analysis | |
Computer Vision for Autonomous Vehicles | |
Large Language Models |