Featured Projects
Complexity in Return Predictions for Asset Management
Applied Deep Learning (Keras) to predict asset returns using Goyal & Welch (2008) dataset, outperforming linear factor models with a DNN capturing non-linear relationships.
Tools: Python, TensorFlow, Pandas | Finance Analytics
Demand Prediction for Algorithmic & Dynamic Pricing
Forecasted department-level sales using deep learning and statistical methods on Walmart Kaggle dataset to inform pricing and promotional strategies.
Tools: PyTorch, Scikit-learn, SQL | Retail Analytics
COVID-19 Superspreading Analysis
Analyzed transmission networks to identify superspreaders and key infection pathways using network science and epidemiological modeling.
Tools: R, NetworkX, Gephi | Public Health Analytics