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  1. electricity-demand-forecasting electricity-demand-forecastingPublic

    Benchmarked 10+ models — OLS, Ridge, LASSO, PCR, WLS, Huber, LAD, LTS, SARIMA, SARIMAX, and a PyTorch LSTM — against 50,000+ hours of Toledo Edison utility data. LSTM achieved 78,432 KW RMSE, 77% b…

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  2. pv-solar-forecasting pv-solar-forecastingPublic

    Compared 5 ML models — Linear Regression, SVR, Random Forest, Gradient Boosting, and KNN — on 6 years of real DOE solar data from a utility-scale PV plant in Colorado. Gradient Boosting achieved R²…

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  3. stochastic-simulation-computational-studies stochastic-simulation-computational-studiesPublic

    Six computational studies in stochastic simulation built in R from scratch: SLLN convergence, M/G/1 and M/M/2 discrete-event queues, steady-state batch means and regenerative estimation, conditiona…

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  4. quasi-newton-optimization quasi-newton-optimizationPublic

    From-scratch Python implementation of DFP, BFGS, and L-BFGS quasi-Newton optimization algorithms benchmarked across 12 unconstrained nonlinear problems — convex quadratics, Rosenbrock, data-fitting…

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  5. garch-evt-copula-var garch-evt-copula-varPublic

    GARCH-EVT-copula portfolio risk model. 4.94% breach rate vs 5% target, zero Basel red zones, out-of-sample

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  6. digital-currency-systems-analysis digital-currency-systems-analysisPublic

    Analyzed the cryptographic and mathematical foundations of distributed ledger systems — Merkle trees, proof-of-work consensus, Byzantine fault tolerance, and mining game theory — comparing Bitcoin,…