Wildfire planning support

Clearer wildfire planning for stronger, more connected communities.

BurnLens turns frequently updated satellite imagery and authoritative fire information into planning-ready materials that help local partners screen evacuation access, understand exposure, and coordinate with more confidence.

Pilot geography
Deschutes County, Oregon
Primary task
Evacuation-access and exposure screening
Delivery style
File-first package for planning teams

Why it matters

Built for the gap between wildfire data and usable local action.

Public agencies and resilience partners can already access imagery, hazard layers, and fire information. What is often missing is a package that makes those inputs easier to interpret, circulate, and use in real planning conversations.

BurnLens is designed to make wildfire context more legible across people, not just across software. The goal is to help local teams align around a map, a memo, and a bounded understanding of what the product can and cannot support.

See the whole geography

Access routes, parcels, facilities, and fire context appear together instead of across disconnected layers and tabs.

Brief with confidence

The output is designed to move into meetings and planning discussions with provenance and caveats attached.

Support real coordination

County, city, and resilience partners get something they can discuss together without bespoke technical translation.

Stay responsibly bounded

Every package reinforces fit-for-use limits and defers to authoritative sources where they govern.

How it works

A calmer workflow for turning current fire context into something usable.

01

Frame the geography

Start with one community-and-corridor area where wildfire relevance, access constraints, and planning value are easy to see.

02

Layer current context

Combine current satellite imagery, authoritative fire information, and local planning overlays into one bounded screening stack.

03

Review access and exposure

Look at routes, facilities, parcels, and constraints together so local partners can discuss the full picture at once.

04

Share a usable package

Deliver a map, memo, provenance, and confidence language that can move into a meeting without specialist translation.

Timeline

Current stage and next steps.

BurnLens is moving through a bounded Phase 0 process: scoping, build, review, and a continuation gate before any broader phase.

Current status: Pre-development — pilot scoping, reviewer outreach, fiscal sponsor outreach, and grant outreach.
Current
Pre-development
Weeks 1–2
Phase 0 setup
Weeks 3–6
Phase 0 build
Weeks 7–9
Refinement
Weeks 10–12
Review
Decision
Continuation gate
Next
Phase 1

Pilot focus

One defined geography. One real planning question.

The Phase 0 pilot is centered on one defined planning geography in Deschutes County, Oregon. The goal is to test whether a planning-readable wildfire package improves local review of evacuation-route exposure and access constraints enough to support a county or city memo, briefing, or planning discussion.

Pilot geography
Deschutes County, Oregon
Primary task
Evacuation-access and exposure screening
Review structure
Planning or resilience reviewer plus a local fire or wildfire-planning reviewer
Current stage
Pre-development: sponsor readiness, reviewer outreach, and pilot packaging

What partners receive

A package built for review and meetings

Reviewable
Annotated map for planning review
GIS-ready raster and vector outputs
Plain-language decision-support memo
Metadata and provenance sheet
Confidence and limitations note
Use boundaries and source precedence notes

Guardrails

Responsible use is part of the product, not a disclaimer added later.

Not incident command
Not evacuation orders or emergency direction
Not parcel-level enforcement
Not a substitute for authoritative agency products

Founder profile

Resume highlights behind BurnLens.

BurnLens is led by William “Drew” Baker, a Purdue graduate student in AI and machine learning building toward geospatial AI, remote sensing, and practical decision-support workflows for resilience planning.

The background combines applied AI evaluation, technical writing, energy-sector literacy, project communication, and leadership experience from education, instruction, student organization building, and scouting.

Graduate focus

M.S. student in AI and ML at Purdue with emphasis on image recognition, forecasting, distributed control, and ethical AI.

Applied AI work

Gen AI Associate evaluating prompt and response quality across large-scale model-improvement projects.

Translation strength

Technical writer experienced in turning complex technology and energy topics into accessible public-facing content.

Certifications

Imperial College London — Linear Algebra / Multivariate Calculus
Kaggle — Machine Learning / Feature Engineering
MIMO — Python AI Development Professional Certificate

Leadership roles

SSI Assistant Scuba Instructor, 2019
Founder, Ball State eSports, 2016
Promotions Officer, Electronic Gaming League, 2016
Eagle Scout Award, 2011

Contact

Interested in the pilot, review process, or sponsorship fit?

BurnLens welcomes conversations with county and city partners, resilience organizations, prospective reviewers, and mission-aligned fiscal sponsors interested in practical wildfire planning support.

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