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Takeover and further development of an AI application for information extraction
Brief description
The customer uses IDP to extract information from invoices from various manufacturers. As part of this project, the program system was ported to the GCP and the necessary enhancements were made.
Supplement
The Google Cloud is used as the cloud platform. The required resources are generated dynamically via Terraform. In addition to its own network infrastructure, this includes a Kubernetes cluster. The customer environments each run in their own area on this cluster. Postgres is used as the database. The backend is implemented in Python, the frontend in React.
Subject description
The customer requires a scalable tool for analyzing and processing various invoice formats in order to process them automatically. As part of this project, the IDP (Intelligent Document Processing) tool was made available to the customer on the Google Cloud platform. Necessary adjustments were made to the required infrastructure and to the front and back end.
Overview
- Branchen banking
- Fachaufgaben Big Data, project manager
- DV-Aufgaben customised software further development
- Systemumgebungen Cloud Computing
- Vorgehensmodell agile software development
- Datenbanken PostgreSQL, Prometheus
- Entwicklungs- und Testtool Git
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