Finance and Data
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National University of Singapore student
A*STAR(Agency for Science, Technology and Research)
Machine Learning Model Optimization Intern
Jun. 2023-Now
Optimized the Physics-Informed Neural Networks (PINNs) machine learning model for inverse modeling.
Conducted extensive literature reviews to gain insights into existing research in the field.
Reproduced experiments from relevant literature, utilizing Python programming and deep learning frameworks such as
PyTorch and TensorFlow.
Design and implement novel methodologies for inverse modeling.
W.media Co., Ltd
Apr. 2023-May 2023
Assisted the finance department in managing financial records, including accounts payable and receivable, expense reports,
and financial statements.
Collaborated with team members to reconcile bank statements and ensure accuracy in financial transactions.
Conducted research on financial regulations and industry trends to support decision-making processes.
Assisted in the preparation of monthly, quarterly, and annual financial reports.
Weigang Venture Capital Fund Co., Ltd
Shenzhen, China
Jul. 2021-Aug. 2021
Conducting financial market research and equity research, which involved analyzing financial statements, market trends,
and industry developments to identify potential investment opportunities.
Collaborating with senior team members to evaluate the company valuation of potential investment targets, which involved assessing the potential risks and returns of investments and performing due diligence on potential investments.
Assisting in the preparation of investment memos and presentations.
Contributing to the creation of industry research reports by conducting research on macroeconomic trends, industry developments, and competitor analysis
Kent Ridge, Singapore
CAP: 3.82/5.0
Aug.2022 – Dec.2024
Relevant Coursework: Stochastic Analysis in Mathematical Finances, Stochastic Processes, Non-Linear Programming,
Discrete Optimization, Linear and Network Optimisation, Methods of Applied Mathematics, Game Theory.
Guangzhou, China
CAP: 3.73/5.0
Sep.2019 – Jun.2023
Relevant Coursework: Mathematical Analysis, Linear Algebra, Probabilities and Statistics, Financial Derivatives,
Securities Investment, Financial Risk Management, Fixed Income Securities, Investment Banking, Financial Modeling.
