Year 3 student in Computational Finance & Computer Science at CityU HK. Building at the intersection of ML, DL quantitative finance, and data analysis.
Covering big data analytics, derivatives pricing, portfolio management, and software engineering. Currently Year 3.
Optimized efficiency in retrieving data by 50%, speeding up access through queries and processes. Maintained and integrated data across three databases, ensuring integrity. Assist team in drafting quotations, product catalogs, and agreements with automation pipeline on Lark
Analyzed loan portfolios to estimate customer default probability, identified key risk factors, and developed a Random Forest model to predict potential defaults.
Trained 2 LSTM models with MinMaxScaler (R²: 0.96) and StandardScaler (R²: 0.95) to predict stock prices. Live Streamlit deployment.
View Live AppComprehensive web-based tool for managing stock portfolios, analyzing performance, assessing risk, optimizing allocations, and running scenario simulations.
View Live AppImplemented a reinforcement learning agent for algorithmic trading strategies, trained on historical market data to optimize buy/sell decisions.
View on GitHubA live interactive dashboard built with Plotly Dash — featuring dynamic charts, data exploration, and visual analytics. Deployed on Plotly Community Cloud.
View Live AppAcademic and independent research projects — including quantitative analyses, financial models, and written reports. Click to view or download each PDF.
Developed and tested a static VWAP algorithm for intraday trading strategies about trading 1 Million shares a day, evaluating its performance against benchmark metrics (VWAP).
Research proposal under the CityUHK × Sino Grand Challenges Scholars Program. Proposes a brain-inspired computer vision model that mimics the brain's predictive processing of motion parallax — incorporating sparse error gating, hierarchical approximation, and neural alignment via RSA on fMRI data.
A proposal for the first round submission to the Kwonloon Chamber of Commerce Elite Development Programme for the New Century Business case competition. Came up with a business plan for Li Ning Co Ltd on expansion. Successfully got into the final round, which was held in Malaysia.
Looking forward to working or collaboration opportunities. Feel free to reach out — I'm always open to new ideas.