MORTGAGE DATA SCIENCE

Polygon Research employs cutting edge cloud analytics and instant machine learning to deliver descriptive, inferential, and predictive analysis at scale. Forecasts for the US residential mortgage market traditionally have been made only at the national level. With our technology partners Qlik and Tangent Works, we provide both rich historical analysis as well as time series forecasts to predict what's coming next. With adaptive feature engineering and fully explainable models, we give you a granular view of where the market is going, and why.

OUR WORK

Domain Knowledge
Mortgage Banking and Housing Finance
Our people are industry experts ranging from CIOs to CMBs. We are housing finance experts building cutting edge cloud apps for housing finance practitioners. We know the issues and we know the data.
Data Transformation
Integration and Transformation of Data
Our data scientists spend significant amount of effort understanding the data. They carefully validate and clean data, and invest time in data enrichment/data blending, and parsing data/data munging.
Data Mining
Mathematical Statistics, Inferential and Predictive Analysis
We specialize in delivering instant ML through our partnership with TangentWorks. Our Instant ML work is focused on Predictive Classification analysis, Time Series Forecasting, and Anomaly Detection. We build solution for mortgage prepayment speeds, mortgage production forecasts, and fraud detection.
Communication
APIs and Cloud Data Warehouse Sharing
We deliver commercial Apps. We also deliver custom Interactive Dashboards, defined by clients, and we make tools and processes available via APIs and Data Sharing.
OUR DATA
We perform extensive data cleaning and blending of data from disparate public sources