About Me

Lehigh University, Class of 2026
College of Business – Finance and Business Analytics

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Portfolio

📈 Stock Return Survival Analysis

Stock Survival Analysis

This analysis uses the Cox Proportional Hazards model to evaluate financial signals. Hazard ratios (exp(coef)) indicate how each signal affects the risk of stock delisting:

Hazard ratio > 1 → Higher risk of being delisted (shorter survival)
Hazard ratio < 1 → Lower risk (positive survival)

Example: Total Accruals
A ratio > 1 means higher accruals increase the chance of delisting or financial distress.

Significance is determined at p < 0.1.

📊 Regression Practice

This was an exercise in interpreting regression outputs. The model regressed Lot Area and Year Sold on Sales Price.

Regression Definition

Regression Assignment Output

🤝 Team Project: Stock Prediction Analysis

Cumulative Return Graph

This project compares cumulative returns of signal-level portfolios using the OpenAP library and several ML models:

Linear Regression
MLP Regressor
Random Forest
SVR (Support Vector Regressor)
XGBoost

Career Objectives

Aspiring finance and analytics professional pursuing a B.S. in Finance and Business Analytics at Lehigh University. I aim to leverage financial modeling, investment analysis, and data science to add value in private equity, venture capital, or financial consulting. Passionate about delivering data-driven insights and sustainable investment strategies on a global scale.

Hobbies

🎵 Music Production
🏋️‍♂️ Gym & Fitness
🏀 NBA Fan – Lifelong supporter of the Golden State Warriors

📬 Contact

Email: ngoclamnguyenpham@gmail.com
Phone: (484) 767-0534
Location: Bethlehem, PA