Technical Expertise
R & Tidyverse
Python (Pandas, Scikit-Learn)
Predictive Modeling (XGBoost)
Time-Series & Forecasting
Bayesian Optimization
Data Extraction & Meta-Analysis
Featured Research Projects
Physics-Informed Machine Learning Framework
CompletedIntegrated lumped-capacitance differential equations with gradient-boosted regression to predict thermal protection decay in cold-chain logistics.
R
XGBoost
SHAP
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Systematic Evidence Extraction & Meta-Analysis
PublicationSynthesized observational cohort data across clinical studies using odds-ratio mapping, forest plots, and quality assessment protocols.
Biostatistics
Meta-Regression
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