Objective
I am a research analyst with the City College of San Francisco, working to improve the California community college experience with data-driven solutions. I come from a background of epidemiological statistics and ecological modeling. I am a creative problem solver, an artist, and a climber.
Current Position
Administrative Analyst - Office of Research and Planning at the City College of San Francisco
Education
University of California - Santa Cruz
M.S. Ecology and Evolutionary Biology (Sept. 2022), Kilpatrick Lab
Stanford University
B.S. Bioengineering with Honors (June 2018), De Leo Lab
Portfolio Projects
Modeling a Gene Drive in the Schistosomiasis System
- Tools Used: Python, Jupyter Notebook, Mathematical Modeling, Sensitivity Analysis
COVID-19 Infection Fatality Rates and Income Inequality
- Tools Used: R, Shiny, Regression Analysis, Data Analysis
Compartmental Epidemiological Models
- Tools Used: R, Shiny, Mathematical Modeling
Skills
Programming Languages: Python (NumPy, pandas, Matplotlib, Jupyter), R (tidyverse, ggplot, Shiny), SQL, Stan, MATLAB, Java, Markdown, LaTeX
Additional Skills: Statistical analysis, Bayesian inference, Markov chain Monte Carlo, Mathematical modeling, Data visualization, Science communication
Experience
Administrative Analyst, 02/2023 - present, City College of San Francisco, San Francisco, CA
- Assess patterns in enrollment, equity, and learning outcomes to promote instiutional effectiveness
- Use SQL queries to retrieve information for easily-interpretable reports and data visualizations for faculty members and administrators to reference
Graduate Student Researcher, 09/2020 – 09/2022, University of California Santa Cruz, Santa Cruz, CA
- Estimated Infection Fatality Rate (IFR) of COVID-19 in early 2020 from publicly available case and death data, resulting in the first IFR estimate for a United States population
- Inferred undiagnosed infections using a Bayesian framework, while still accounting for age differences and variances in incubation and reporting delay distributions
- Compared global fatality rates to identify root causes for international differences in mortality outcomes, and found that income inequality is a major driving factor for mortality outcomes for people aged 40-60
- 1st author on resulting publication; in review, with a preprint available at: https://bit.ly/3abTiVg
Postbac Student Researcher, 11/2019–08/2020, Stanford University, Stanford, CA
- Aggregated qualitative data on the lifespans and environmental persistence of 150 parasites and pathogens; found that diseases with environmental components are more difficult to control and eradicate
- Published findings available at: https://bit.ly/3c30owl
Undergraduate Student Researcher, 06/2015 – 06/2018, Stanford University, Stanford, CA
- Constructed a stochastic model of the population genetics of the freshwater snail responsible for transmitting schistosomiasis, a Neglected Tropical Disease and a disease of poverty
- Projected theoretical changes to local disease burden after introducing a CRISPR/Cas9-mediated gene drive designed to confer resistance to the snail hosts
- Findings in review, with a preprint available at: https://bit.ly/3Mxg4oa
Teaching Assistant, 09/2020 – 08/2022, University of California Santa Cruz, Santa Cruz, CA
- BIOE 109: Evolution, Fall 2020
- BIOE 107: Ecology, Spring 2021
- COSMOS: Entomology, Summer 2022
Podcast Producer, 09/2021 - 10/2022, University of California Santa Cruz, Santa Cruz, CA
- Interviewed local biologists and conservationists for the Santa Cruz Naturalist podcast
- Mixed and edited podcast content to air on a local radio station for a general audience
MINT Program Mentor, 09/2021-06/2022, University of California Santa Cruz, Santa Cruz, CA
- Mentored undergraduate students in the process of applying to graduate schools
- Provided undergraduate students with opportunities to gain lab and field experience
Awards
National Science Foundation Graduate Research Fellowship Program Winner (2020)
University of California Santa Cruz Regent’s Fellowship (2020)
Coha-Gunderson Prize in Speculative Futures (2022)
Publications
For more information about my publications, including abstracts and links to the PDFs, please click here