Diagnose
tree health,
intelligently.

Upload photos to recieve highly accurate AI-powered disease probabilities and mapped insights across your land.

Our Partners

Current Partnerships

4.6m+ Acres of forest health managed by our partners.

Grand Haven ParksMichigan DNRAdopt a HemlockLelanau Conservation
Process

Easy Analysis

Follow our simple process to analyze tree health and get actionable insights.

"What does the process look like?"

Photos to Insights
in Seconds

01

Name your entry

Give this batch a label

02

Share drive folder

Share a public google drive url

03

Choose a disease

Select HWA, Oak Wilt, etc.

04

Get results

Map, scores, and exports

"How accurate are the predictions?"

Get Accurate
Predictions

Model Accuracy

Hemlock Woolly Adelgid

Adelges tsugae · HWA

90%+

Model Accuracy

Oak Wilt Disease

Bretziella fagacearum

90%+
"I want to use these results elsewhere"

Multiple Exports
and Filters

Need past results?
Review your previous diagnoses, instantly.

About Us

Meet the Team

Edge Forestry is redefining how we detect and manage land health using AI.

Dr. Rahat Rafiq profile

Dr. Rahat Rafiq

CEO & Founder

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About Me

Dr. Rafiq is currently an assistant professor in the College of Computing at GVSU. Before joining GVSU, Rahat worked at ThoughtSpot, a startup based in Palo Alto, California, for 14 months. He earned his Ph.D. from the University of Colorado Boulder, where he was one of the co-founding members of CUCyberSafety Lab.

Muttaki Bismoy profile

Muttaki Bismoy

Software & ML Engineer

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About Me

Muttaki is a developer specializing in full-stack and applied machine learning. Building on his expertise in computer vision and reinforcement learning from human feedback, he developed and deployed our robust Oak wilt and HWA detection models. His projects have secured funding from PRTS, Michigan DNR, the City of Grand Haven, and MTRAC.

Collin Brennan profile

Collin Brennan

Software Engineer

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About Me

Collin earned his Bachelor of Science in Cybersecurity in 2024 and has since focused on building software at the intersection of machine learning and real-world systems. He's deeply passionate about cognitive science and how it can be applied to improve user experiences. In his free time, he loves to stay active and be involved in the community, such as coaching HS lacrosse.

Ahsanul Kabir profile

Ahsanul Kabir

Software Engineer

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About Me

Ahsan is a software engineer specializing in deployment and backend development. He focuses on designing and delivering scalable, secure cloud-based systems with an emphasis on performance, reliability, and real-world impact. Prior to beginning his graduate studies, he built the bKash payment gateway, which serves millions of users regularly.

Ryan Brick profile

Ryan Brick

Marketing Coordinator

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About Me

Ryan earned his BA in Marketing from Michigan State University in 2026 and is completing his MS in Marketing Research and Analytics. He is interested in consumer insights and data-driven business strategy, with a curiosity about how and why people make decisions. Ryan is deeply passionate about marketing research methods, brand storytelling, and growing Edge Forestry's reach.

Jacob Ferrari profile

Jacob Ferrari

Forestry Analyst

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About Me

Jacob is currently working on his Bachelors in Wildlife Biology and Minor in Natural Resource Management at Grand Valley State University with an expected Graduation at the end of 2026. Jacob also is certified in Applied GIS in Natural Resources and uses his skills in and outside of class to understand and manage the natural world.

About Me

Ishra is a machine learning engineer specializing in computer vision and intelligent systems. She is developing Edge Forestry's acorn detection model as part of the MTRAC AI internship, while also pursuing her M.S. in Applied Computer Science at Grand Valley State University.

FAQs and Contact

FAQs and Contact

Have questions? We're here to help. Get in touch or browse our FAQs.

Frequently Asked Questions

Get in Touch

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