Jimmy Lo

Real Estate AI Founder & Data Scientist

Housing Intelligence & Data Science

Decode Housing. Decide Better.

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Intro

Exploring how data, AI, markets, and policy reshape the way we buy, rent, invest, and live.

Researcher and Data Scientist building AI products for real estate intelligence.

Latest

Field Notes.⁽²⁰⁾

News, policy briefs, market debates, and sharp takes on housing, real estate, and PropTech.

PropTechSeptember 28, 2026

SERHANT.'s New AI Doesn't Wait to Be Asked

SERHANT.'s S.MPLE 2.0 adds Dot, an AI that takes one goal, breaks it into steps and coordinates specialized agents to finish the job. It shows where brokerage AI is heading, and why its headline numbers need a careful read.

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Market AnalysisSeptember 3, 2026

The AI Office Boom Is Rewriting San Francisco's Real Estate Market — and Spreading Fast

Market AnalysisSeptember 1, 2026

Data Centers Are Moving Into Unexpected Places — and Reshaping Housing Markets Around Them

PropTechAugust 28, 2026

CoreLogic's (now rebranded as Cotality) New AI Platform Knows Your Home Better Than You Do

HousingMay 24, 2026

Baby Boomers Aren't Selling. That's the Hidden Half of the Housing Crisis.

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Highlights

Projects.⁽⁶⁾

Research, data science, housing economics, and AI-related work.

Auditing what AI housing recommenders overlook

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Independent research · An audit of 9,945 AI housing recommendations against 3,885 real New York listings with a known best answer

Evidence-Grounded Interview Feedback Synthesis Copilot

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An AI tool that structures and surfaces evidence from interview debriefs — without scoring candidates or outsourcing the decision

Fair Lending in Crisis: Racial Disparities in FHA Mortgage Approvals Before and During COVID-19

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Harvard Graduate School of Design · Research paper on housing finance, racial equity, and the pandemic's impact on minority homebuyers

Every Stop Counts: How Taiwan's Pedestrian Yielding Penalty Cut Traffic Deaths by 40%

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Published in Transport Policy, 2025 · A quasi-experimental study on traffic law enforcement and road safety

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About

Background.

Harvard UniversityDoctor of Design · Housing Economics
MetaAI Quantitative Researcher
AmazonData Scientist

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Contact

Let's talk.

Interested in housing research, data science collaborations, or PropTech? I'd love to hear from you.

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