# Tian Le ZHOU

> CS @ Columbia University

Location: New York, New York, United States
Profile: https://flows.cv/tianlezhou

Programming skills: C++, Python, Database systems, Microsoft Azure AI Certificate
Quant Analysis skills: Familiar with CAPM, DCF, and PE Models
Language: Mandarin(native), English(IELTS 7.0)
Experience: 
1. Internship at ICBC(Industrial and Commercial Bank of China) to write credit rating reports.
2. 6 Months experiences of writing Individual equity research reports

## Work Experience
### Research Assistant @ 美国哥伦比亚大学
Jan 2024 – Present | 美国 纽约 纽约
- Developed an advanced data augmentation framework that improves the accuracy of predictive models through iterative feature selection from sellers' data.
- Enhanced the model calculation by leveraging matrix calculation on GPU with PyTorch, ensuring scalable performance across grant datasets.
- Built a memory-efficient pipeline, offloading data to disk with support for GPU acceleration, and utilized PSUtil to dynamically manage CPU/GPU memory.

### Software Engineer Internship @ Sara
Jan 2024 – Present | 美国 纽约 纽约
- Contributed to a Pediatric Speech Improvement Tool based on a natural language processing model aimed at correcting children's speech pronunciation. 
- Handled cross-platform compatibility development for devices, including compatibility between tablets and iPhones, as well as between different versions of the same device. 
- Used React Native and Figma as primary tools for front-end development. 
- Utilized Amplify as a network service provider and AWS for cloud computing services.

### Software Engineer Intern @ NomadFi
Jan 2024 – Jan 2024 | 美国 纽约
- Constructed a Minimum Viable Product (MVP) that enables on-chain transactions based on real-world assets
- Deployed a block chain credit risk model based on XGBoost and TabNet
- Employed PPS analysis and SMOTEENN techniques for account selection and feature engineering to ensure model accuracy and robustness.
- Achieved 95\% target precision score and 0.9 overall F1 score in blind testing.
- Enabled seamless API connection between frontend and backend within an AWS EC2 instance.

### Research Study Assistant @ City University of Hong Kong
Jan 2023 – Jan 2024 | HKSAR
参与一个政府级科研项目，针对本世纪，全球范围内公司的环境、社会和治理（ESG）报告进行研究。
利用先进的自然语言处理模型（FinBERT），结合PDF文本提取以推动ESG研究，产生了超过500万条数据条目，并将其用统计方法集成为多因子的报告层级的表格，用于量化分析。
通过针对性实施本地云分布式计算和并行处理工具，使计算效率提升超过25%。
向纯会计和可持续金融领域领域的项目领导者进行了30分钟的技术演示，获得了成果数据使用许可。

### Financial Application Development @ Citi group
Jan 2022 – Jan 2023 | Shang hai, China
Implemented a quantitative financing cost forcasting program based on ESG factors and financing factors
Conducted data extraction from 4 different data providers including Bloomberg, Refinitiv, MSCI, and Qichacha

### Corporate Department Intern @ Industrial and Commercial Bank of China (ICBC) Financial Services LLC
Jan 2022 – Jan 2022 | China
参与分析20余家建筑与装饰行业的公司财务报告。
根据监管要求，内部应用和外部数据库，撰写了10余份针对公司的信用评级报告。
深度参与了一个建筑项目的可行性分析报告。
熟练运用Python与Excel相结合，进行财务分析


## Education
### Bachelor of Arts - BA in Computer Science
Columbia University
Jan 2023 – Jan 2026

### Bachelor's degree in Computational Finance
City University of Hong Kong
Jan 2021 – Jan 2023


## Contact & Social
- LinkedIn: https://linkedin.com/in/tian-le-zhou-99a145221

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Source: https://flows.cv/tianlezhou
JSON Resume: https://flows.cv/tianlezhou/resume.json
Last updated: 2026-04-01