Sitong Li

National University of Singapore student

A*STAR(Agency for Science, Technology and Research)

Singapore

Machine Learning Model Optimization Intern

Jun. 2023-Now

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Optimized the Physics-Informed Neural Networks (PINNs) machine learning model for inverse modeling.

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Conducted extensive literature reviews to gain insights into existing research in the field.

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Reproduced experiments from relevant literature, utilizing Python programming and deep learning frameworks such as

PyTorch and TensorFlow.

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Design and implement novel methodologies for inverse modeling.

W.media Co., Ltd

Singapore

Finance and admin Internship

Apr. 2023-May 2023

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Assisted the finance department in managing financial records, including accounts payable and receivable, expense reports,

and financial statements.

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Collaborated with team members to reconcile bank statements and ensure accuracy in financial transactions.

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Conducted research on financial regulations and industry trends to support decision-making processes.

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Assisted in the preparation of monthly, quarterly, and annual financial reports.

Weigang Venture Capital Fund Co., Ltd

Shenzhen, China

Financial Internship

Jul. 2021-Aug. 2021

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Conducting financial market research and equity research, which involved analyzing financial statements, market trends,

and industry developments to identify potential investment opportunities.

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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.

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Assisting in the preparation of investment memos and presentations.

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Contributing to the creation of industry research reports by conducting research on macroeconomic trends, industry

developments, and competitor analysis

NATIONAL UNIVERSITY OF SINGAPORE

Kent Ridge, Singapore

MSc in Mathematics

CAP: 3.82/5.0

Aug.2022 – Dec.2024

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Relevant Coursework: Stochastic Analysis in Mathematical Finances, Stochastic Processes, Non-Linear Programming,

Discrete Optimization, Linear and Network Optimisation, Methods of Applied Mathematics, Game Theory.

SOUTH CHINA NORMAL UNIVERSITY

Guangzhou, China

BEc in Financial Mathematics

CAP: 3.73/5.0

Sep.2019 – Jun.2023

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Relevant Coursework: Mathematical Analysis, Linear Algebra, Probabilities and Statistics, Financial Derivatives,

Securities Investment, Financial Risk Management, Fixed Income Securities, Investment Banking, Financial Modeling.