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Projects by Alexander Young

Portfolio

Projects

A comprehensive view of my work across data science, mathematical modeling, and quantitative analysis.

Featured Projects

Mathematical Modeling

Rogue Ocean Waves

Modeling extreme ocean waves through the Nonlinear Schrödinger Equation and Gerstner wave theory

NLSE | GerstnerFrameworks
Split-Step FFTPDE Solver
Perturbation AnalysisKey Study
MATLABNLSEPDEsSSFM
Data Science

Pipeline Cathodic Protection

Predictive modeling for proactive corrosion management across Europe's natural gas network

Reactive → PreemptiveSystem Shift
4,000 kmPipeline Network
Dual ThresholdControl Challenge
PythonTensorFlow/KerasTime SeriesLSTM
Data Science

Bioremediation of Industrial Pollutants

Machine learning and optimization for fungal degradation of petroleum hydrocarbons

Forward + InverseApproach
Many-to-OneMapping
Inverse ProblemCore Challenge
PythonNeural NetworksBayesian OptimizationSHAP

Open-Source Projects

Quantitative Analysis

Horse Racing Prediction Model

Probabilistic prediction and value betting strategy evaluation using logistic regression on 777K+ Betfair runners

PythonScikit-learnLogistic Regression
Data Science

Diabetes Risk Analysis & Population Segmentation

Calibrated two-stage diabetes screening, clustering, and explainability on CDC BRFSS survey data

Public Health AnalyticsDiabetes Risk ModelingPopulation Segmentation
Statistical Analysis

Statistical Analysis of Real-World Operations

Regression, ANOVA, Poisson modeling, and hypothesis testing applied to logistics, manufacturing, and quality control

MATLABRegressionANOVA