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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

pathfinder icon pathfinder

COMP50-CP Final Project, Tufts University Fall 2014

physiosdm icon physiosdm

Inclusion of physiological data in species distribution models.

planet-snowcover icon planet-snowcover

Can we use Planet high-resolution imagery and machine learning to assess snow cover?

pow icon pow

IoT Meets Powder Days

recipes icon recipes

a collection of recipes that are tasty and interesting

robosat.pink icon robosat.pink

Semantic Segmentation ecosystem for GeoSpatial Imagery, modified from @datapink

runout icon runout

Compute avalanche runout (alpha) angles interactively.

sail icon sail

command line utility for accessing Charles River sailing conditions

sdmpriors icon sdmpriors

Exploring the potential to incorporate physiological priors in species distribution models

sentiment icon sentiment

a sentiment analysis of outdoor brands' Facebook page comments

ternausnetv2 icon ternausnetv2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

texme icon texme

a script for managing LaTeX templates

tiletools icon tiletools

A collection of scripts for dealing with Web Mercator tiles on the commandline.

trips icon trips

Tufts Mountain Club trips visualizer

tumble icon tumble

My Personal Website Tumblr Theme

uw-cse512 icon uw-cse512

Assignments for CSE512 – Data Visualization (Sp18 – Dr. Jeffrey Heer)

valleyinversion icon valleyinversion

Plots temperature and elevation to study elevation-based temperature inversions.

watervolume icon watervolume

What percentage of the Roaring Fork River's water flows during high runoff season?

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