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Hey! I'm Tony.

I care about rigorously-derived methods for learning about, and taking good care of, our planet 🌍 .

I'm a geospatial software engineer at onXmaps, where I'm working to build the best backcountry map for recreationists and professionals alike.

I hold a Ph.D. 🎓 in Ecology from the University of Washington, where I developed a few new methodologies for understanding the effects of environmental change on ecosystems at a variety of scales, from organismal to planetary. I studied Computer Science at Tufts University in Medford, MA., where I earned my B.S. (dissertation | google scholar)

Ask me about:

  • 🗺️ Geospatial software development in Python (and GDAL, and Mapbox, and QGIS, and PostGIS...)
  • 🛰️ Remote sensing for environmental analysis (mostly Planet Labs, Landsat, Sentinel)
  • 🌩️ Cloud-native data workflows (AWS ECS, Lambda, S3; COGs, STACs, and others.)
  • ❓ Machine learning with heterogeneous environmental data (PyTorch, Tensorflow, Scikit-learn)
  • 🌿 Ecological responses to climate change
  • ⚖️ Policy-forward solutions to the climate crisis
  • ⛷️ Skiing/trail-running/recreating on U.S. Public Lands

Tony Cannistra's Projects

avymail icon avymail

Get various American avalanche forecasts in your e-mail.

basinwatch icon basinwatch

Web application for monitoring Colorado river basin streamflow.

cdfmerge icon cdfmerge

Tool for merging netCDF files across multiple dimensions.

cse546final icon cse546final

Assessing Feature Importance in Non-Linear Regression: An Ecology Perspective

dingell-bill-wild-and-scenics icon dingell-bill-wild-and-scenics

Visualization of the Wild & Scenic River designations that were part of the John Dingell Conservation, Management, and Recreation Act

document-formats icon document-formats

Everything you need to know to publish using LaTeX or Word and then some.

doorman icon doorman

an app that keeps track of who's home, implemented with hardware.

dots icon dots

Various configuration files.

ecoengine icon ecoengine

Programmatic interface to the Berkeley Ecoinformatics Engine

future-of-the-network icon future-of-the-network

An Exploration of Content-Centric Networking and the Future of the Internet (Tufts University COMP150-IDS Final Project, Spring 2015)

ghpagestalk icon ghpagestalk

Tufts Computer Science Exchange lightning talk about GitHub Pages

huginn icon huginn

Build agents that monitor and act on your behalf. Your agents are standing by!

lakeclass icon lakeclass

Lacustrine algae bloom classification with satellite imagery and a neural network.

landwatch icon landwatch

Exploring the network of federal public lands, legislation, legislators, and campaign finance in the U.S.

lecturenotes icon lecturenotes

Lecture content for UW Software Engineering for Data Scientists

linearplanet icon linearplanet

Satellite Image Classification with Linear Methods and Feature Extraction

lochist icon lochist

Creating Nice Things from Google Location History Data

marineheatwaves icon marineheatwaves

marineHeatWaves is a module for python which implements the Marine Heatwave (MHW) definition of Hobday et al. (2016, Prog Ocean).

mining icon mining

We fight against extractive industries in special places, but where do they go when we win?

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