Education
- M.Sc. in Fintech with Data Science, University of Bristol, 2023
- B.Sc. in Mathematics and Applied Mathematics, Shandong University of Finance and Economics, 2021
- B.Ec. in Finance, Shandong University of Finance and Economics, 2021
Work experience
- September 2024 - Now: University Teacher
- Weifang Institute of Technology
- April 2021 - June 2021: Quantitative Investment Assistant
- Jinan Yushi Information Technology Co., Ltd.
- Responsibleforthemaintenance,updateandstatisticalanalysisoftransactiondataandfinancialmarketdata
- Throughdatamining,discoveredandsummarizedthelawsofdatapresentation
- Conductedmorphologicalrecognition,screening,historicalbacktestingandquantitativemodelresearch
- Learnedinnovativefinancialproducts,exploredandpracticednewbusinessmodels
- Completedthequantitativeandtransactionassistanceworkarrangedbytheinvestmentmanager
Project
- Improved Models of GAT and GCN
- Optimize the graph neural network classification models based on GCN and GAT models.
- The research objective is to design a model to balance the accuracy of the GAT model and the training speed of the GCN model.
- Decentralized Finance Product Trading Platform, Full-stack Development
- Team leader and full-stack developer. Project address: https://github.com/JiagengDing/FTGP-Group2
- Developed a decentralized options and futures exchange based on Ethereum using Solidity.
- Implemented the front-end pages based on React and deployed them to multiple servers using Docker.
- PRDE Model Simulation and Analysis
- Use the BSE platform to simulate the PRDE (Parallel Co-evolutionary Model Based on Differential Evolution) and find the optimal parameters.
- Project address and experiment report: https://github.com/JiagengDing/BristolStockExchange
- Translator of Beanconqueror
- Project address: https://beanconqueror.com/
Skills
- Programming: Python, Rust, MATLAB, Solidity
- Libraries: Numpy, Pandas, Pytorch
- DevOps: Docker
- Others: GNU/Linux, Git, LaTeX
