Statistics in the early Universe
#statistical-learningDetermined the true extent of our bias in identifying rare galaxies by running bespoke computer models of the evolution of the entire Universe.
Hi, I'm Doug!
A software engineer and data scientist who excels at synthesis.
I develop software,
publish research in world class journals,
and create massively-parallel simulations
of the Universe.
Skills
Statistical inference
An expert in modelling, manipulating, and understanding data.
Software development
I develop efficient, parallel software in C/C++, Python, and Julia combining MPI and threading.
Research
Digging deep into the "why" of the data in order to explain trends and maximize understanding.
Technical writing
I craft clear, engaging, and impactful reports and papers that open new avenues of exploration.
Biography
With a PhD in physics and a deep passion for solving problems, I specialize in tackling complex problems with analytical precision and innovative solutions.
My strong foundation in statistical inference and machine learning has enabled me to develop data-driven models to uncover patterns, make predictions, and navigate uncertainty in complex systems.
Projects
Machine learning turbulence
#linear-regressionNovel methods to predict local energy transfer rates in statistical ensembles of hydrodynamic turbulence using machine learning methods.
Contacts
Location
New York, NY