Portfolio
Quantitative research, predictive modeling, statistical analysis, and data systems. Each entry emphasizes the problem, method, and analytical output.
A destination-specific extension of projected WAR that estimates a player's marginal effect on expected championships and playoff appearances over a competitive window. The frozen framework combines player forecasting, team-state decay, structural franchise strength, correlated simulation, paired counterfactuals, and a fixed league reference.
A production web platform for league standings, game results, schedules, sortable statistics, player and team pages, award tracking, playoff probabilities, power rankings, administrative data ingestion, captain availability, and graphics workflows. The project required data validation, database migrations, edge-case handling, interface iteration, and Cloudflare deployment.
A classification workflow on the UCI Adult dataset optimized for logistic loss. The analysis included preprocessing, train-validation separation, randomized hyperparameter search, regularization, and generalization checks; the tuned project run reached validation log loss of approximately 0.276.
Course and research analyses covering exploratory and confirmatory factor analysis, structural equation modeling, generalized additive models, reliability analysis, modification indices, spline interpretation, and reproducible reporting in R and Python.
Small-business call-handling and operations prototypes built around GoHighLevel, API integrations, structured event logic, and SMS actions. The work focused on bounded system behavior, reliable handoffs, and operational clarity.