This application scans your area for mortgage lenders and recommends the best lenders based on your characteristics. It makes predictions based on a weighted ensemble machine learning algorithm that’s run at the lender-level for each lender within your vicinity (50 nearest Zip Codes). It provides a good starting point for someone who is searching for a mortgage lender. For now, to keep the data manageable, only Zip Codes in the DC, Maryland, and Virginia metropolitan area are considered.