Working with engineers and business stakeholders to incubate new programs and products including price forecasting, network modeling, and developing metrics.

• Investigated the impacts of future changes in oxygen and temperature on tunas by assessing results from 6 climate models using R and Python.• Modified a Lagrangian transport model written in Fortran so that it could be used for studying animal migrations in the open ocean.• Wrote a case study to demonstrate reproducible workflow, included in a book called The Practice of Reproducible Research.• Created visualizations of physiological traits, academic networks, and geographic connectivity in D3 for a scientific journal article, a presentation, and a NASA proposal.• Advisor for a Ph.D. student in Physical Oceanography.• Member of the Reproducibility and Data Science Education Working Groups.• Instructor for Geohackweek: Developed a tutorial and taught 40+ participants how to use Docker.• Instructor for Software Carpentry Workshops: I taught modules on using the R, git/GitHub, and the shell.

• Built a web application that distinguishes photos that will be popular on social media. • Analyzed 1378 images for labels, colors, contrast, and luminance using Google Cloud Vision, scikit-image, and the Python Imaging Library.• Implemented a Random Forest Classifier Model and predicted whether @NatGeoPhotos would be popular on Twitter with a skill of 78%.

• Determined the optimal production rates of enzymes to maximize growth of bacteria on particulate organic carbon.• Wrote grant proposals for work on carbon cycling, ocean acidification, deoxygenation.• Advised an undergraduate working on a thesis titled: Predicting potential geographic distribution of Siganus luridus and Siganus rivulatus, two invasive fish species in the Mediterranean Sea

• Funded by the Carbon Mitigation Initiative and the Cooperative Institute for Climate Science• Developed a numerical model for particulate carbon utilization by microbes. • Devised an algorithm for assessing low oxygen tolerance thresholds of animals in the environment.• Taught undergraduate students how to frame scientific questions, collect and analyze data, and make presentations.• Led activities including an orientation, journal clubs, and a final symposium for six undergraduate interns in the Atmospheric and Oceanic Sciences Program.

• Investigated predation rates on juvenile lobsters inside and outside 2 marine reserves. • Quantified an average 400 minute decrease in juvenile lobster activity during 24 h periods when predators were present.