A frontend web app for viewing & labeling camera trap data by The Nature Conservancy.

EarthToolsMaker website

AI-powered environmental monitoring system for marine and terrestrial ecosystems using computer vision, real-time analysis, and FAIR data principles.

WildDetect is a powerful wildlife detection and census system for aerial imagery. It helps conservationists, researchers, and organizations analyze wildlife populations, generate geographic visualizations, and produce actionable reports—all with easy-to-use command-line tools.

This repository contains code to perform the wildlife density modelling approach outlined in Houldcroft et al. (2024).

Developed a stable Negative Binomial (NB) Regression model for predictive analysis of over-dispersed bear incident counts. The model achieved an MAE of 2.39, revealing that dynamic weather and temporal factors are the dominant drivers of risk, informing future XGBoost/XAI work.

Snow Leopard re identification

arete is a Python based pipeline aimed at rigorous, scientific extraction of species occurrence data through the usage of large language models.

~ Ballona Wetlands camera trap analysis workflow ~

My final year Bachelor’s university main project to predict future red squirrel populations in Scotland using Spatial-Temporal Modelling. Identifies and removes duplicate observations using both exact spatial matching and proximity-based detection that accounts for coordinate uncertainty.

This repository contains downloadable elephant data as XLSX spreadsheets (./data/*.xlsx) derived from The Absolut Elephant Encyclopedia (elephant.se). Data under CC BY 4.0 license. Code open MIT license.

Wildlife Health database documentation

Project Sentinel tackles the global shark population decline using predictive AI, NASA satellite data, and a smart tag to forecast feeding hotspots in real-time. It creates dynamic marine sanctuaries and an engaging public portal with quizzes and stories to turn fear into fascination and conservation.

YOLO based machine learning research for automating GIS object detection workflows

An AI-powered, low-cost, and scalable solution that protects elephants and humans by enabling real-time, non-invasive wildlife monitoring.

The public domain website for the Mahim Pandhi Wildlife Foundation

Link Animal Movement And Surface Water (MoveApps)

Stationarity Dashboard (EMAC23 Coding Challenge for MoveApps)

Speed Dashboard (MoveApps)

Wilson et al. (2023) Roadmap to recovery revealed through the reintroduction of an IUCN Red List species