About Us

PropertyQuants is founded by a pair of quant traders with a track record of successfully deploying automated trading models in global financial markets.

We're bringing the quantitative revolution to real estate investing. Property investing today is often driven by emotion, incomplete and inadequate information, and untested assumptions and hypotheses. It can and should be evidence-based, data-driven, and systematic.

Today we are a truly unique team, with significant experience across the fields of data science, quantitative investing, software and mobile app development, research, communications, and real estate fund management. We are leading the way forward by using real estate data science to help investors beat the market.

Our Approach

Why choose us

Detailed Global Real Estate Database

Our technology automatically keeps track of a wide range of relevant real estate (and related) data series around the world, all cleaned, standardized, and stored in our proprietary data warehouse. Our team researches and understands laws, taxes, costs, financing, and procedures for global real estate investment, as well as relevant locality intelligence, all of which are coded into our research systems.

Real Estate Data Science Platform

We’ve designed a customized analysis platform that combines cloud-based database technologies, geographic information systems, machine learning / artificial intelligence / data science tools, and quantitative / systematic investment methodologies. This allows us to study global real estate markets, visualize relationships across our database, and help clients generate specific and actionable data-driven insights. We are able to empirically identify factors that influence real estate investment performance, helping market participants move from anecdotal and unverified heuristics to evidence-based and systematic decision making.

Current Data Coverage

7 cities
180 public data sources
317 commercial data sources
800 datasets

Our Team

PropertyQuants Nelson Lau

Nelson Lau, PhD, CFA


Nelson Lau has a PhD in Decision Sciences from INSEAD, is a CFA Charterholder, and completed his undergraduate work at Columbia University, double majoring in Economics and Mathematics-Statistics. He started his career as a trader/researcher at an award-winning hedge fund deploying medium and low frequency strategies to global markets, and also spent significant time as lead trader at a leading global high frequency trading firm focusing on Asian markets.

PropertyQuants Xingzhi Cheng

Xingzhi Cheng, PhD


Xingzhi Cheng has a PhD in Statistical Physics from the National University of Singapore (NUS) and a B.S. in Computer Science from Peking University. He was a postdoctoral research fellow at the Santa Fe Institute and NUS before moving to quantitative trading, where he has 5 years of experience as a researcher, trader, and quantitative developer.

PropertyQuants Rayson Yeong

Rayson Yeong, CFA


Rayson Yeong is a CFA Charterholder and completed his undergraduate work at Nanyang Technological University Singapore, majoring in Financial Analysis. He has more than 15 years in real estate, transacting over a billion dollar of real estate projects across Asia in all asset classes. He was a Fund manager in various institutional investors and fund management companies and had a successful track record of real estate investing in his career.

PropertyQuants Pauline Lim

Pauline Lim


Pauline Lim read International Relations with NTU and English, Sociology with NUS. In 2015, she interned with the American Chamber of Commerce in Singapore and worked on the SG50 report. She has an interest in current affairs and sees value in data analytics. Currently, Pauline is learning data science with a local institution and is happy for the opportunity to work on real estate data.

PropertyQuants Ziteng Wang

Ziteng Wang

Data Engineer

Ziteng Wang has a Bachelor’s degree in Information Systems from Singapore Management University(SMU). He has completed several IT projects for different companies, including a mobile app for MSD, an e-learning platform for Epitrain and a POC data analysis project for Johnson & Johnson.

Advisory Board

PropertyQuants Advisor Kevin Kow

Kevin Kow


Kevin Kow joined NWP Retail in March 2019 as the Chief Investment Officer and is responsible for acquisitions of real estate investments and capital market functions. Prior to joining NWP Retail, Mr. Kow worked at CLSA Real Estate (2017 - 2019) and Morgan Stanley (2006 - 2017), where he served as Head of Singapore and was responsible for acquisitions and asset management activities across Singapore and Southeast Asia in both roles. Mr. Kow has experience across Asia Pacific, including in Singapore, Southeast Asia, Australia and Greater China. He has been involved in transactions across various asset classes, including investments into operational assets, developments sites, retail fund management platforms and public securities. Mr. Kow also worked for Morgan Stanley’s Investment Banking Division, in the Real Estate group (2006-2008). Mr. Kow was awarded Bachelor of Science cum laude in Biomedical Engineering from Columbia University, New York.


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