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Adrian Willanger
Real Estate Broker in the Seattle-Tacoma-Bellevue Metropolitan Area

About Adrian

Adrian Willanger Photo I’m a Seattle‑based real estate broker (WA & ID) who’s been moving into the AI and PropTech space, especially where local expertise, digital‑footprint quality, and model behavior intersect. After years of helping people navigate Seattle’s micro‑markets, sustainability features, and the quirks of contract language, I’ve realized those same skills are incredibly useful when you’re shaping how an AI model understands real estate.

A lot of my work now sits at the crossroads of domain expertise and model clarity. I’m interested in how models interpret property data, how they reason through local market context, and how they communicate guidance in a way that’s accurate, compliant, and actually useful to real people. I’ve spent enough time in the field to know what buyers care about, what sellers misunderstand, and where AI tends to oversimplify or hallucinate.

I also care a lot about digital‑footprint optimization — how information is structured, how it’s interpreted, and how small shifts in language can change trust and decision‑making. That perspective translates naturally into fine‑tuning and evaluation work. It’s less about “catching mistakes” and more about helping models think and communicate the way a seasoned local expert would.

I’m looking to work with AI or PropTech teams — especially growth‑stage or Tier 2–3 companies — that want someone who can bring real‑world real estate knowledge into the modeling process. Someone who can help shape datasets, refine logic, and make sure the model’s understanding of the market feels grounded, not generic.Adrian Willanger has a 30+ year track record of assisting clients in their pursuit of buying and selling homes in the Greater Seattle area. His business ethos revolves around core principles such as transparent communication, meticulous attention to detail, unwavering client advocacy, and the deep-rooted knowledge that comes from a lifetime of residency in the area.

Adrian Willanger

Seattle Realtor (SRES, MBA, LEED AP) | Local Market & Sustainability Specialist | PropTech + Digital Footprint Optimization

Seattle, Washington, United States

·Kelly Right Real Estate

San Francisco Institute of Architecture

What My Clients Say

Latest Articles

Why Buyers Should Check Which Rooms Share a Wall
October 6, 2026
When buyers study a floor plan, they usually focus on where the rooms are located. Is the primary bedroom downstairs? Is the laundry room near the bedrooms? Is the kitchen open to the living area? There is another detail worth checking that may not be obvious during a showing: what is happening on the other side of each wall.
What’s Ahead For Mortgage Rates This Week – October 5th, 2026
October 5, 2026
While the Core PCE Index came in at 3.0%, below the expected 3.3%, overall inflation remains well above the Federal Reserve's 2% target. With inflation still running above the Federal Reserve's target, there remains room for rates to stay elevated or potentially increase over the next several rate decisions if the Fed remains focused on restraining inflation.
Why Buyers Should Look at Where the Thermostat Is Located
October 2, 2026
The thermostat is one of those household features buyers can walk past several times without giving it much thought. If the temperature feels comfortable during the showing, there may seem to be little reason to investigate further. But where a thermostat is located can influence what it senses about the temperature inside the home.

Adrian Willanger

BROKER
License# 17400
Cell: 206-909-7536
Direct: 509-631-8825