Uncovering symmetric and asymmetric species associations from community and environmental data
"Uncovering symmetric and asymmetric species associations from community and environmental data." arXiv preprint arXiv:2507.09317, 2025.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- GitHub University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- GitHub University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- GitHub University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Limits and Promises of Earth Observation Foundation Models in Predicting Multi-Trophic Soil Biodiversity
"Limits and Promises of Earth Observation Foundation Models in Predicting Multi-Trophic Soil Biodiversity." bioRxiv, 2025.
Introduction to deep learning methods for multi-species predictions
"Introduction to deep learning methods for multi-species predictions." Methods in Ecology and Evolution, 2025.
EUNIS Habitat Maps: Enhancing Thematic and Spatial Resolution for Europe through Machine Learning
"EUNIS Habitat Maps: Enhancing Thematic and Spatial Resolution for Europe through Machine Learning." arXiv preprint arXiv:2506.13649, 2025.
Digging deeper: deep joint species distribution modeling reveals environmental drivers of Earthworm Communities
"Digging deeper: deep joint species distribution modeling reveals environmental drivers of Earthworm Communities." arXiv preprint arXiv:2506.13568, 2025.
Continental scale habitat modelling with artificial intelligence and multimodal earth observation
"Continental scale habitat modelling with artificial intelligence and multimodal earth observation." arXiv preprint arXiv:2507.09732, 2025.
Vegetation structure and climate shape mountain arthropod distributions across trophic levels
"Vegetation structure and climate shape mountain arthropod distributions across trophic levels." Journal of Animal Ecology, 2024.
Novel community data in ecology-properties and prospects
"Novel community data in ecology-properties and prospects." Trends in Ecology & Evolution, 2024.
Causal discovery from ecological time-series with one timestamp and multiple observations
"Causal discovery from ecological time-series with one timestamp and multiple observations." bioRxiv, 2024.
New deep learning-based methods for visualizing ecosystem properties using environmental DNA metabarcoding data
"New deep learning-based methods for visualizing ecosystem properties using environmental DNA metabarcoding data." Molecular Ecology Resources, 2023.
A common framework for developing robust soil fauna classifications
"A common framework for developing robust soil fauna classifications." Geoderma, 2022.
Cascading effects of moth outbreaks on subarctic soil food webs
"Cascading effects of moth outbreaks on subarctic soil food webs." Scientific Reports, 2021.
Analysis of complex trophic networks reveals the signature of land-use intensification on soil communities in agroecosystems
"Analysis of complex trophic networks reveals the signature of land-use intensification on soil communities in agroecosystems." Scientific Reports, 2021.
Plant recommendation using the environment and biotic associations
"Plant recommendation using the environment and biotic associations." In the proceedings of Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, 2019.
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA
Teaching
Service and leadership
- Currently signed in to 43 different slack teams