The Insight is Yours.
Statistical modeling, machine learning, web development, and custom data visualization. I turn complex data into tools, insights, and systems that work.
From statistical modeling to interactive web tools, I bring rigorous methodology and clean engineering to every project.
Gaussian processes, point processes, geospatial mapping, and spatial transcriptomics. My deepest expertise.
Bayesian and frequentist modeling, predictive ML, experimental design, and uncertainty quantification.
Custom websites, interactive platforms, and data-driven web applications built for performance and clarity.
Bespoke interactive visualizations that reveal patterns and make complex datasets explorable.
I combine academic rigor with practical engineering. My work is grounded in deep technical expertise and a track record of building systems that matter.
# Spatio-Temporal Gaussian Process
# Squared Exponential Kernel
kernel <- function(x1, x2, l, sigma) {
d <- sqrt(sum((x1 - x2)^2))
sigma^2 * exp(-d^2 / (2 * l^2))
}
# Build covariance matrix
K <- outer(locations, locations,
Vectorize(kernel),
l = 0.5, sigma = 1.0)
# Sample from GP prior
f <- mvrnorm(n = 1,
mu = rep(0, n),
Sigma = K)Whether you have a specific analysis in mind or need help figuring out the right approach, I'm here to help. Reach out and let's talk about what you need.
