Skill
NumPy
Related work and learning, in one place.
Experience
Research Intern
Streamlined ground-truth validation and eliminated a proprietary IDL dependency in NASA's MODIS Dark Target aerosol-retrieval pipeline; two tools filed as NASA New Technology Reports.
Research Intern
Studied poleward aerosol transport using space-based lidar from the International Space Station.
Research Assistant
Atmospheric remote-sensing research on UMBC’s Taki supercomputer. NSF CyberTraining research in fall 2019 and coursework in spring 2020 were part of this longer appointment, with stipend support.
Teaching Assistant, Computational Physics
Spring 2019 appointment for Introduction to Computational Physics (PHYS 220).
Teaching Assistant, Computational Physics
Spring 2018 appointment for Introduction to Computational Physics (PHYS 220).
Computational physics teaching materials
My 2018 computational-physics teaching solutions implement trapezoidal and Simpson integration, bisection and Newton root finding, interpolation and linear regression in Python.
Projects
Earth-Science Data Tooling — Packaged Scientific Python
I developed scientific-data tools through NASA internships and UMBC research, including conversion to netCDF4 and parsing into pandas DataFrames. cosmic-crunch and noaa-gml-file-reader are published on PyPI; I also contributed to collaborative cloud-anomaly analysis.
Monte Carlo Photon Transport
I built a Monte Carlo photon-transport model to explore how a cloud's optical thickness and absorption affect the light passing through it. The project began as my computational physics midterm at UMBC in spring 2017; the browser explorer here reconstructs that problem.
Writing
Introducing ncarnate: converting HDF4 and netCDF to netCDF4
Converting legacy scientific data into netCDF4, with an AMSR-E sea-ice example.
Courses & credentials
Data Analysis with Python
Certificate PDF: Data Analysis with PythonVerify credential: Data Analysis with Python (opens in a new tab)
Python for Data Science, AI & Development
Certificate PDF: Python for Data Science, AI & DevelopmentVerify credential: Python for Data Science, AI & Development (opens in a new tab)
SoloLearn: Data Science
Verify credential: SoloLearn: Data Science (opens in a new tab)
Python for Data Science - Introduction to Python for Data Science
Certificate PDF: Python for Data Science - Introduction to Python for Data Science