CV
Basics
| Name | Fumian Chen |
| fmchen@udel.edu | |
| Phone | (302) 501-0777 |
| Url | https://fm-chen.github.io/ |
| Summary | I am a Ph.D. candidate in Fintech and Computer Engineering. My interests and passion lie at search fairness, NLP, ML, and GenAI |
Work
-
2024.06 - 2025.01 Data Scientist Fellow
Tech Impact
Using data for social good problems (e.g., benefit cliffs, algorithm interpretability)
- Python, Azure, Docker, Tableau, RAG
-
2019.07 - 2020.07 Data Scientist
Gnosis Freight
Design data-driven solutions for supply chain management in logistic industry (e.g., route optimization, process automation)
- Python, AWS, Docker, ETL, Optimization
Education
-
2020.09 - 2025.01 Newark, DE, USA
PhD in Computer Engineering and FinTech
University of Delaware, Institute for Financial Services Analytics
- Statistical and Machine Learning
- Financial Market and Risk Management
- Data Mining and Information Retrieval
-
2017.09 - 2019.06 Newark, DE, USA
Master's in Management Information Systems
University of Delaware, Department of Accounting and MIS
- Database Design and Management
- Decision Analytics and Data Visualizations
-
2012.09 - 2016.06 Beijing, China
Bachelor's in Computer Science
Beijing Jiaotong University, School of Computer and Information Technology
- Data Structure
- Computer Organization
- Computer Programming
Awards
- 2020.09.01
Skills
| Programming | |
| Python | |
| R | |
| SQL | |
| SAS | |
| Julia |
| Software and Could Platforms | |
| Azure | |
| AWS | |
| Docker | |
| Tableau | |
| Elasticsearch | |
| JMP | |
| MySQL | |
| PostgreSQL |
| Data Science Toolkits | |
| Pandas | |
| PyTorch | |
| PySpark | |
| Polars | |
| Pydantic | |
| Scikit-learn | |
| XGboost | |
| NLTK |
| Analytical and Machine Learning | |
| Optimization | |
| Decision Trees | |
| Clustering | |
| Neural Networks | |
| NLP | |
| LLM | |
| RAG |
Languages
| Chinese | |
| Native speaker |
| English | |
| Fluent |
Interests
| Information Retrieval | |
| Open Web Search | |
| Ranking Fairness | |
| Recommendation Systems | |
| Retrieval Augmented Generation | |
| Conversational Recommendation Systems |
| FinTech | |
| Risk Management and Modeling | |
| Fraud Detection | |
| Algorithmic Trading |