Technical Product Owner & Solution Architect for Cloud - AI - DevOps

• Corporate cloud landing zone in Hub-Spoke architecture for all Allianz business units to move their business safely and scalable to the cloud
• The Hubs form a global mesh for private communication in AWS / Azure including on-premise connections, proxies, and private DNS
• The Spokes are the accounts, VPCs / VNETs, subnets, IAM / RBAC setup, and the integration layer for other corporate services on Azure and AWS
• Automation is achieved with Terraform, Crossplane, GitHub Actions, and native Azure / AWS services realizing a novel Infrastructure-as-Code (IaC) approach

• The product was a semantic metadata platform as enterprise knowledge graph to be used for semantic recommenders and semantic smart search algorithms
• The core was to create this Knowledge Graph with AI, ML, Natural Language Processing (NLP), semantic embeddings, and Ontologies
• The multi-cloud solution consisted of numerous machine learning microservices, ETL pipelines on GCP, BigQuery as DWH, AWS Neptune as Knowledge Graph, and Azure OpenAI Services
• For the ease of usage, a content exploration app was developed with Angular and FastAPI to retrieve information from the knowledge graph through a web app

Internal tool for forecasting product demands over the next five years at the end of the product lifecycle (Phase-Out-Planning)

Plugin in SimCenter for reducing the size of large FEM models to enable real-time computations for physics-based Digital Twins for predictive maintenance solutions

New Algorithms for the Topology Optimization Module in SimCenter

• Web Application for bike sharing
• Java EE Back-End, PostgreSQL Database, JavaScript Front-End