AI Superior

AI Superior worked with Finiata, a company offering automated credit solutions to small businesses in Europe, to support and maintain data engineering and data science activities. The AI Superior team was responsible for improving and maintaining existing data infrastructure, with a focus on the automated evaluation of risk. Key deliverables included the development and maintenance of data pipelines, machine learning models, and custom reports. The team also collaborated with other departments, mainly underwriters, to understand their specific data needs and provide data-driven solutions to their problems, ensuring that the company is using data ethically and responsibly.

In a project for a SaaS product provider, AI Superior developed computer vision capabilities to detect issues in physical facilities and human presence while ensuring privacy. They created a computer vision proof of concept (PoC) that is now being used as the base work for one of the client's most valuable product features. This feature extracts actionable insights from still pictures of customer facilities while protecting privacy. The deliverables were based on Python and YOLO v5.

AI Superior was hired by Headline Solar, a company that installs solar panels on residential homes and commercial properties, to develop an AI-based model to segment roofs from satellite images. The goal of the project was to build an AI model that could analyze the roofs of residential houses, detect a roof, and segment that roof into distinct areas. The model had to perform this function on multiple residential roof types. The project was completed successfully, with the developed solution ensuring high precision and providing an easy way to improve the model by feeding in new training images.