Engineering Excerpts

Blog series on technical/engineering topics.

CircleAI workflow for Efficient Monorepo Deployment

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. CircleCI’s Support for Monorepo CircleCI allows us to […]

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three piles of stacked rocks

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. In particular, deep learning models trained on

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Using Monorepo to streamline application deployment

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. Challenges of Deploying Monorepo Applications with Tightly Coupled Infrastructure Deploying monorepo applications with

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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

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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.  For years, Informed has used machine learning and AI to help lenders streamline their lending process,

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Informed named to the Software Report's Top 25 AI Companies for 2024

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