Projects
Selected analytics and machine learning projects across aviation, finance, operations, and consumer domains.
Fundamental Indexation and Smart Beta Performance Analysis
Investigates how fundamental metrics influence portfolio performance relative to market capitalization weighting.
ETF Sentiment and Crowdedness Factor Performance Analysis
Investigates whether behavioral signals derived from public ETF data can predict future sector ETF returns.
Robinhood & CRSP Retail Investor Flow Behavioral Analytics
Explores retail investor behavior using holdings data from RobinTrack (Robinhood) and security identifiers from CRSP
Walmart Retail Performance Analytics
Comprehensive store-level analysis of Walmart’s retail performance focusing on sales drivers, holiday impact, productivity, and segmentation.
Flight Delay Prediction and Airport Optimization at LAX
This analysis aims to inform strategies for optimizing airport operations and improving punctuality.
Flight Delay Prediction and Airport Optimization at LAX
This analysis aims to inform strategies for optimizing airport operations and improving punctuality.
Uber NYC Pickup Demand and Hotspot Analytics
Uncover city-level demand trends, identify behavioral segments, and explain how factors drive ridership dynamics.
EV Smart Charging: Rivian Emissions Optimization and Incentive Analysis
A full analysis of how smart-charging can reduce EV emissions, cut driver costs, and boost Rivian EV adoption through targeted incentives.
Semiconductor Yield Analytics
Fab throughput dashboards and anomaly detection to lift first-pass yield across product lines.
Insurance Claim Prediction Pipeline (XGBoost Tweedie)
Pricing models and severity drivers using GLM and Tweedie frameworks for underwriting.
Spotify Premium Subscription Behavior Modeling and Driver Analysis
This project explores the behavior of premium Spotify subscribers and their drivers of engagement and retention.