Led end-to-end app development for a student rideshare platform

• Aligned product vision with 207 survey responses and 35+ pages of user feedback.

Defined product strategy

• Leveraged competitive analysis and user research to prioritize eco-friendly, student-to-student holiday travel solutions.

Cross-functional collaboration

• Worked with engineers and designers in weekly sprints to refine user flows, implement flexible pricing, and optimize ride-pooling via graph-matching algorithms.

Final presentation

• Delivered prototype to the Baker Institute for Entrepreneurship, showcasing data-driven iteration and human centered design.

Secure Banking System Development

• Built a secure relational database system to simulate retail banking operations, managing accounts, loans, and payment cards.

User Interface & Experience

• Designed 8 interactive interfaces to support over 20 real-time user actions, enabling seamless financial transactions and account management.

Architecture & Extensibility

• Focused on data consistency, modular architecture, and extensibility for future fintech applications.

Machine Learning for Financial Forecasting

• Developed a machine learning model using 30 years of 10-K filings and 47 financial signals to forecast asset behavior and enhance model explainability.

Quantitative Modeling & Optimization

• Integrated the Fama-French 3-Factor Model into financial datasets, optimizing regression performance for faster backtesting and deeper analysis.

Research Contribution

• Contributed to research with practical insights for asset pricing and risk-adjusted return strategies.

React.js Educational Website

• Built an 8-page React.js site showcasing content from Pan-American Tai Chi champions.

Design Collaboration & UI Development

• Led Git-based collaboration with a designer to enhance UX, debug issues, and refine the layout using Chakra UI and Bootstrap.