Article
How Doma Writes Declarative Code with Material UI
Leveraging Material UI to write declarative code at Doma has helped us streamline…
10 minute readArticle
Building an Information Extractor with BERT
Information extraction is the process of extracting structured information from free-form…
11 minute readArticle
Data Augmentation with Copy-Paste
One of the overarching themes for Data Science at Doma is generalizability. This…
11 minute readArticle
Property-Level Decisioning as Protector of Financial Data Privacy
Social Media Marketing and Financial Decision Science are Two Sides of the Same Coin …
7 minute readArticle
Neural Language Models as Domain-Specific Knowledge Bases
The fundamental challenge of natural language processing (NLP) is resolution of the…
11 minute readArticle
Understanding BERT’s Semantic Interpretations
At Doma, we use natural language processing (NLP) as part of our mission to bring…
11 minute readArticle
Building a Modern Data Stack at Doma
Machine learning can deliver an incredible amount of value to business. Doma is a…
6 minute readArticle
Stochastic Growth: Becoming an Effective Data Scientist with Grit
In the course of three years, Doma has evolved into a top 10 provider of real estate…
7 minute readArticle
The Galactic Adventures of Mark V. Shaney
One of the most talented and profound colleagues I’ve had in my life has not been…
9 minute read
