PIInovators is a cloud-native data solution developed in Microsoft Fabric, integrating OpenAI for document analysis, particularly for detecting Personal Identification Information (PII) in files and images. The solution classifies documents into compliant and non-compliant categories, further categorizing them based on predefined types (Delivery, Personnel, Online, Continual, Communication). The solution is based on a medallion architecture where data is stored in three zones (Bronze, Silver, Gold) within Microsoft Fabric Lakehouse. Subsequently, the data is prepared for analytical use in Power BI reports.
Project name
PIInovators
Description
PIInovators is a cloud-native data solution developed in Microsoft Fabric, integrating OpenAI for document analysis, particularly for detecting Personal Identification Information (PII) in files and images. The solution classifies documents into compliant and non-compliant categories, further categorizing them based on predefined types (Delivery, Personnel, Online, Continual, Communication). The solution is based on a medallion architecture where data is stored in three zones (Bronze, Silver, Gold) within Microsoft Fabric Lakehouse. Subsequently, the data is prepared for analytical use in Power BI reports.
Project Repository URL
https://github.com/esddata/piinovators.git
Project video
https://www.youtube.com/watch?v=vvfRFNgo-PI
Team members
edonev,SlaveTasev84,Katerina-Stankovska