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