Dr. Catherine Hulshof

Full-Stack Engineer

// virginia, pr · UTC-4

Associate Professor Biodiversity Data Science

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Scouting report

Puerto Rico biodiversity data scientist applying R and Python to ecology

assessed from open-source footprint

Staff

46signal

Dr. Catherine Hulshof is an associate professor working at the intersection of biodiversity science and data, coding primarily in R, Python, and Jupyter with a supporting research lab website. Her strongest original work is domain-specific and credible, notably an 'AI for butterflies' project using digitized museum collections (3 stars) and a 'Data Science Basics for Scientists in Parks' site. Output is research-cadence rather than production software, with every repo flagged abandoned and recent commit activity unrecorded, so value her as a specialist scientific-computing practitioner, not a software shipper.

Authorship & open source

Primary authorwrote 80% of commits on ai-for-butterflies

26 merged PRs27 commits / yr1 external project3 private contributions / yr

Contributes to

CU-ESIIL/VERDE0★

What they build

Data / ML71%

Frontend19%

Backend10%

Industry experience

Data, ML & AI
Education & EdTech

Signal breakdown

Originality59

Impact55

Consistency24

Polish39

Stars

top repo 3

Original repos

42% forks

Followers

On GitHub

10 yr

Live demos

Activity

Quiet

100% stale

Strengths

Verified author — wrote 80% of commits on ai-for-butterflies
26 merged pull requests
Data / ML focus with Frontend
Domain experience in Data, ML & AI & Education & EdTech
Core stack: R, HTML, Jupyter, Python

About

Associate Professor Biodiversity Data Science — 19 public repositories and 10 followers on GitHub.

Skills

R
Jupyter
HTML
Python
Data Analysis In R
Data Management
Data Organization
Data Visualization In R

Featured work

Ai For Butterflies

AI for butterfly wing size and color using digitized museum collections

Jupyter

by Dr. Catherine Hulshof

Catherinehulshof Github Io

Data Science Basics for Scientists in Parks

Code

by Dr. Catherine Hulshof

Academic Diversity Disparity Map

A map demonstrating the disparity between percent minority students and percent minority faculty for colleges and universities across the United Stat…

by Dr. Catherine Hulshof

catherinehulshof

My personal repository

Code

by Dr. Catherine Hulshof

2024 05 06 Vcu

Virginia Commonwealth University Workshop, May 2024

HTML
Data Analysis In R
Data Management
Data Organization
Data Visualization In R

by Dr. Catherine Hulshof

Hola Mundo

In-class repository

Code

by Dr. Catherine Hulshof