Engineering Excerpts

Blog series on technical/engineering topics.

Architecting AI for Documents: A Deep Dive into LayoutLM

Informed’s document intelligence and lending solutions help lenders board more loans faster, with less risk and fraud. Tools like real time income calculation, fraud detection and document verifications enable lenders to increase their application volume and drive more revenue. Our engineers work hard on building this robust and unbiased vertical document AI solution.

How Informed Customizes CircleCI Workflows for Efficient Monorepo Deployment

This is the fourth post in our CI/CD series. We’ll discuss how CircleCI helps with deploying monorepo components in a microservice way. Additionally CircleCI’s support for monorepo, better observability and debugging tools, and synchronous deployment of apps and infrastructure, make it a great tool for this purpose.

Leveraging Clustering for Document Layout Analysis in Machine Learning Projects

Image by Matthew Henry Informed uses machine learning and AI to help lenders streamline their lending process, lower the cost of credit, and ensure that applications are fairly evaluated. And, we do this while making loans more accessible. The underpinning technology includes a wide array of AI models.

Streamlining Application Deployment: A Monorepo Approach

This blog describes the challenges of deploying monorepo applications tightly coupled with infrastructure. They include versioning and dependency issues, which cause unpredictable application stability and consistency issues. We’ll also look at how SemVer versioning standard and tagging streamline the software release process.

From Hallucination to Validation: Optimizing ChatGPT for Employer Name Matching

In a previous blog post, we discussed leveraging ChatGPT to improve employer name match — a critical task in employment verification. Now, we are thrilled to share further insights into the intricacies of employer name matching. By leveraging the power of large language models (LLMs) like ChatGPT, we have achieved even greater performance in identifying.

Why Monorepo and how to use CI/CD in Monorepo

This blog, the second in this series, introduces the advantages of a monorepo in the development of multi-service applications. Why and What is Monorepo? Modern web-based applications typically comprise multiple services, such as a back-end API and a front-end client. As projects grow larger, scaling may become an issue and services can be divided into.

Getting Started in DevSecOps

What is DevSecOps? Simply, DevSecOps is DevOps. DevOps always included security, but adding those 3 letters adds emphasis on the security part of the mission. What we want to accomplish with DevSecOps is a scalable security program embedded at every step of the software development lifecycle.

CICD: Foundation of Monorepo Success

From Monolith to Event Driven MicroServices via Polyglot Monorepo InformedIQ’s journey on the road to distributed nirvana. This is the first of several series of posts on how Informed transitioned from a distributed monolith that successfully served our early stages.

The Rise of AI-Driven Lending: How models like ChatGPT are Reshaping Loan Processing and Fraud Prevention

We are thrilled to announce that Informed uses the OpenAI models that power ChatGPT through Microsoft Azure. This further enhances our ability to deliver the very best to our clients, empowering them to stay ahead of the technology curve.

Could you be polluting your own Dataset?

We have been in situations during Model Training, when the Validation Accuracy will not increase beyond a certain point or will increase frustratingly slowly. When this happens we.