head of quantitative trading at systematic strategies llc
More or less Us
PropertyQuants was founded by a squad of Ph.D. ex-quant traders with a record of successfully deploying automated trading models in global financial markets.
We'Re bringing the numeric revolution to real estate investing. Property investing nowadays is often supported incomplete and inadequate selective information. Analysis, forecasts, and decisions are not rigorously produced, and are sometimes involuntary by emotion, unseasoned assumptions, and rules of thumb. Portfolio considerations in real estate are often ignored.
We work to improve real estate decision qualification. Information technology can and should be evidence-based, data-driven, and regular instead. We are leading the way forward by applying numeric finance and data scientific discipline methods to global real estate, serving investors beat the market.
Our Approach
Comprehensive Global Really Estate Database
Our engineering science mechanically ingests a wide cooking stove of relevant real demesne (and related) data series around the world – all clean, replaceable, and normalized within appropriate local contexts. We include diverse data series covering not just dealings prices, but besides vicinity level demographics and migration patterns, economic science factors, and more. Data are converted to proprietary numerical scores where appropriate (e.g., school superior scotch, commute time score, etc.).
Real Estate Data Science Platform
We're building a flexible and customizable research political platform that combines becloud-based database technologies, geographic information systems, machine learning / artificial intelligence / data science tools, and quantitative / systematic investment methodologies. This allows us to provide personalized answers to top-down questions, powered aside a public utility function approach to trade-offs over ninefold decision criteria.
Late Analytics, Portfolio Analysis, and Systematic Investiture Predictions
Our platform also serves up statistically stringent analytics (e.g., neighborhood price indices produced by hedonistic reversion). It enables users with little to no prior statistics operating theater programming education to perform sophisticated analyses (e.g., correlation analysis, regression analysis, event history analysis, t-test). The portfolio analytics feature will reserve users to quantitatively measure portfolio performance, including risk and return trade-offs.
Contemporary Data Coverage
180 public information sources
317 commercial data sources
800 datasets
Our Team up
Nelson Lau has a PhD in Determination Sciences from INSEAD, is a CFA Charterholder, and completed his undergraduate work at Columbia University, double majoring in Economics and Mathematics-Statistics. Atomic number 2 started his career as a trader/researcher at R G Niederhoffer Capital Management, an award-winning evade fund deploying cooked and low frequency strategies to world-wide markets, completed a scrimp at GIC, and also spent significant time as lead trader at KCG, a up global high frequency trading fast focusing along Asian markets.
Xingzhi Cheng has a PhD in Applied math Physics from the National University of Singapore (NUS) and a B.S. in Computer Science from Peking University. He was a postdoctoral research companion at the Santa Fe Institute and NUS. Xingzhi was technical lead at 2 successful startups – Appublisher and M-DAQ - before moving to quantifiable trading, where he has 5 years of experience as a researcher, trader, and quantitative developer.
Patrick Sim
CFA, CAIA, FRM
Front End Development Better hal danamp; Advisor
Patrick is cofounder of RobustTechHouse, an IT development company with a demonstrable account of achiever partnering with tech-driven startups to accelerate product development and ramp up their businesses. Atomic number 2 is a sequential entrepreneur, was a offstage fairness professional at CapAsia (2012-2017), and a hedgerow fund trader at Orbis (2009-2012). After starting his career as a Singapore Police Force Overseas Scholar, Patrick worked in several high profile roles in government activity and public service (2001-2007). Saint Patrick has an MBA from the Wharton School of the University of Pennsylvania, and did his undergrad bring off at the University of Cambridge, earning a Master of Engineering with First-class mail Honors in Electronics and Information Sciences.
Kevin Kow joined NWP Retail in March 2022 Eastern Samoa the Chief Investment Officer and is liable for acquisitions of realty investments and capital market functions. Prior to connexion NWP Retail, Mr. Kow worked at CLSA Real number Estate (2017 - 2022) and Morgan Francis Edgar Stanley (2006 - 2022), where atomic number 2 served as Head of Singapore and was obligated for acquisitions and asset management activities crossways Singapore and Southeast Asia in both roles. Mr. Kow has get crosswise Asia Pacific, including in Singapore, Southeast Asia, Australia and Greater Red China. He has been up to our necks in transactions crosswise various asset classes, including investments into operational assets, developments sites, retail fund management platforms and public securities. Mr. Kow also worked for Morgan Sir Henry Morton Stanley's Investment Banking Variance, in the Immovable group (2006-2008). Mr. Kow was awarded Bachelor of Skill cum laude in Biomedical Engineering from Columbia University, New York.
Murat Unluer
DataOps Partner danamp; Advisor
Murat is a serial entrepreneur with more than 15 years of practical experience architecting software and data trading operations processes, and nonindustrial real-sentence, scalable, drunk performance systems for the business enterprise industry. He was Director of Package Ontogenesis at R G Niederhoffer Capital letter Management, and cofounder of PlusPlus Capital Management. Both skirt funds focused along systematic, quantitative, information-driven trading of financial markets, and Murat is excited to work with PropertyQuants to get these approaches to the real acres industry. Currently, He heads Orion Fintech, a team of skilled developers consecrated to portion systematic investment firms and e-commerce players looking for algorithmic solutions to pricing and advert. Murat was hierarchical 468 out of 1,000,000 in the Turkish Central University Math Entrance examination, and has a Unmarried man of Science in Computer Engineering from Ege University.
Keith Sunburn has a Bachelor of Science (Economics) from Singapore Management University, with a double star in Finance. He was in the pioneer batch of Direction Associates at Singapore Economic Developing Board, and eventually regressive to run the investment facilitation for technology MNCs looking to anchor and expand trading operations in Singapore. He also graduated from Legislative with a certification in Information Science.
Achievements
Certified FinTech: AI danamp; Data Analytics Provider
PropertyQuants Pte. Ltd. was qualified by the Singapore FinTech Association as a provider of real estate investment information and analytics solutions including location mountain, machine-driven rating, marketplace indices, and forecasts.
Class of 2022, Colliers Techstars PropTech Accelerator
We were unrivaled of 10 companies elite out of hundreds of applicants to take part in this intensive three-month gu program hosted in Toronto. The program provides the opportunity to work with over 120 mentors, establish pilots and partnerships, and culminates in Demo Day presentations to real estate of the realm industry participants and applied science investors.
Grant Recipient, MAS FSTI POC Scheme
PropertyQuants Pte. Ltd was awarded the Pecuniary Authority of Singapore's Financial Sphere Technology and Creation (FSTI) Proof of Concept (POC) Ulysses S. Grant on 06-Sep-2019. The FSTI POC allot provides funding support for experimentation, development and dissemination of emerging original technologies in the financial services sector.
Our application to the scheme was sponsored by Megatr8 Iraqi National Congress., a Registered Fund Management Company (RFMC) in Singapore.
Read the whitepaper present
Shortlist, Innoleap Name for Solutions (CFS) 2022
Innoleap CFS is organised by GovTech Singapore. Information technology calls upon private sector companies to provide innovative solutions to problems faced by regime agencies. We prototyped and presented a raisable app producing Augmented Reality / Mixed reality visualizations of cadastral boundaries, in response to a problem faced by the Singapore Land Authority.
Finalist, Built World Technology (BWT) Asia 2022
BWT Asia is the hemisphere-class real estate, construction and workplace technology league where capital, founders and leaders converge. We were a finalist in the inauguration competitor section of the 2022 conference.
Collaboration MOU, NUS AIDF
PropertyQuants and the National University of Singapore's Asian Institute of Appendage Finance signed a Memoranda of Understanding in May 2022 to collaborate on research, thought process leadership, and education.
Media
| Sep 4, 2022 | ![]() | Trends in Immovable (Control board Give-and-take at Columbia Alumni Association AGM) |
| Aug 10, 2022 | ![]() | Understanding AI danamp; Machine Erudition for Businesses with their Benefits (Zain Jaffer Podcast Split 3) |
| August 9, 2022 | ![]() | How AI danamp; Machine Learning is Helping Real Landed estate Businesses Clean-up danamp; Unionise their Data (Zain Jaffer Podcast Part 2) |
| Aug 8, 2022 | ![]() | The Importance of Data in Business danamp; Scheme (Zain Jaffer Podcast Part 1) |
| Jun 29, 2022 | ![]() | How will Innovation Enable the Future of Real Estate? (Panel discussion with PropertyQuants' CEO Nelson Lau) |
| Jun 24, 2022 | | What are the benefits of Data Science, ML, danamp; Artificial insemination for real land investors, developers, realtors, appraisers, danadenylic acid; Proptechs? (at Unissu RE:Connect) |
| Jun 3, 2022 | ![]() | REHDA Institute Immovable Data Analytics League: Applying Data Science danampere; Simple machine Learning to Real Estate (includes specific discussion of opportunities for Property Developers) |
| May 21, 2022 | ![]() | Tsinghua-INSEAD Administrator MBA webinar: Applied Information Science danamp; Machine Learning - Disrupting the Real Estate Industry |
| Mar 24, 2022 | | 10 Free Prop Search Tools to Boost Your Chances of Buying the Right Property (featuring schoolguide.sg) |
| Feb 5, 2022 | ![]() | Promoting PropTech - Students this is where we meet opportunities. |
| Jan 26, 2022 | ![]() | Course Demo - Applying Information Scientific discipline danamp; Machine Learning to Real Estate (at CRETech Business Intelligence operation Summit) |
| Jan 7, 2022 | | Proptech in Singapore (at Unissu RE:Connect) |
| Jan 7, 2022 | | 新加坡的地产科技 (at Unissu RE:Connect) |
| Jan 7, 2022 | | How to Practice Data Science danamp; Machine Scholarship to Real Estate (at Unissu RE:Connect) |
| Jan 7, 2022 | | 数据科学与机器学习在房地产分析中的应用 (at Unissu RE:Get in touch) |
| Dec 4, 2022 | ![]() | RealTech Vietnam Event: "Fintech in Real Demesne - Opportunities and Challenges" (see 47:30 for presentation past PropertyQuants' CEO Admiral Nelson Lau) |
| Nov 21, 2022 | ![]() | Webinar: Disrupting Real property - The Global Proptech Phenomenon |
| Nov 4, 2022 | ![]() | LMRE and PropertyQuants partner to fulfill industry demand for Real Land Data Scientists |
| November 4, 2022 | ![]() | Real property Investment funds and Development: Data Visualization as a tool |
| Aug 3, 2022 | ![]() | Restart Your Career: Information Skill (featuring PropertyQuants' Data Scientist Keith Tan) |
| Aug 3, 2022 | ![]() | Webinar: What's Hot in the APAC PropTech Scene? |
| Jun 18, 2022 | ![]() | 5 Ways to Apply Data Scientific discipline to Real Acres, also reported by |
| May 28, 2022 | | Getting your baby Into a Top Grade school And Finding Your Dream Menage: Here's How This Tool Can Help |
| May 28, 2022 | ![]() | Plug and Playact Market Map: 50 Inspiring Startups |
| Jan 20, 2022 | | Money Mind: Nelson Lau and Yves Luethi address astir Proptech |
| Dec 30, 2022 | ![]() | Going Integer |
| Dec 8, 2022 | ![]() | Meet the Factual Estate Tech Give: Nelson Lau from PropertyQuants |
| Dec 4, 2022 | ![]() | PropertyQuants @ Colliers Techstars Proptech Accelerator 2022 Show Day |
| Nov 28, 2022 | ![]() | PropTech: On the far side the Classified Incision |
| Oct 2, 2022 | ![]() | Chromosome mapping Singapore's "Fintech + AI" Landscape |
| Sep 11, 2022 | | Colliers Techstars announces Separate of 2022 |
| Sep 10, 2022 | ![]() | Colliers Proptech Accelerator attracts worldwide participants |
| Sep 9, 2022 | ![]() | Colliers Proptech Accelerator powered by Techstars Welcomes Class of 2022 Startups , also reported by |
| Sep 9, 2022 | ![]() | Announcing the 2022 Class of the Colliers Proptech Accelerator powered aside Techstars |
| September 3, 2022 | ![]() | The profitable fintech startup that took off later pitching to Jackstones Momma on a cruise send (featuring PropertyQuants' CTO Xingzhi Cheng). |
| Apr 4, 2022 | ![]() | Real Estate Innovation Network and BWT Asia host the first PropTech Contest in Southeast Asia |
Contact Us
head of quantitative trading at systematic strategies llc
Source: https://propertyquants.com/
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