28.09.2025 aktualisiert

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AI & Data Product Owner | Cloud Solution Architect | DevOps Expert

Forchheim, Deutschland
Weltweit
PhD, Applied Mathematics
Forchheim, Deutschland
Weltweit
PhD, Applied Mathematics

Profilanlagen

CV_Matthias_Herz_IPB.pdf

Skills

Key areas as Product Owner / Product Manager
1) Team Leadership & SCRUM
2) AI & Data Platforms with Databricks
3) Cloud-Native Solutions
4) DevOps & Platform Engineering

Key Areas as Cloud Solution Architect
1) Cloud-Native Solutions
4) AI & Data Platforms

Key Areas as DevOps Engineer
1) CI/CD, ArgoCD
2) Databricks Plaftorm Management
3) Terraform, Kubernetes, and Docker

List of Skills
  • Agile Project Management
  • Algorithm Development
  • AI Services
  • ArgoCD
  • AWS Neptune
  • Collaborative Leadership
  • CI/CD
  • Confluence
  • Data Analytics Services
  • Databricks
  • Data Products
  • DevOps
  • Digital Business Development
  • Digital Industrial Services
  • Docker
  • FastAPI
  • Firebase
  • GCP
  • GitLab
  • Innovation Management
  • Industrial IoT Services
  • JIRA
  • Knowledge Graph
  • Kubernetes
  • Machine Learning Products
  • NLP Natural Language Processing
  • Ontology 
  • Product Management
  • Product Owner (PSPO I Certified)
  • Product Incubation
  • Product Portfolio Management
  • Predictive Maintenance Services
  • Predictive Analytics
  • Python
  • SCRUM
  • Semantic Search
  • Semantic Recommendations
  • Software Development
  • Team Leadership
  • Team Development
  • Terraform


 

Sprachen

DeutschMutterspracheEnglischverhandlungssicher

Projekthistorie

Technical Product Owner & Tech Lead | AI & Data Platform on AWS

Vorwerk

Konsumgüter und Handel

>10.000 Mitarbeiter

Description
  • AI & data platform for data lakes, data warehousing (DWH), and new AI services.
  • The platform is based on Databricks, AWS, and Azure Entra ID.
  • The development and the operation are done with an infrastructure-as-code (IaC) approach through Terraform, Python, Docker, Kubernetes, and GitLab CICD pipelines.
  • Additionally, the team supports, technically consults, solution architects, and implements various AI & Data use cases to realize new business applications.

Skills: Kanban, SCRUM, Team Leadership, Operation Management, Stakeholder Management, Agile Leadership, AWS, AWS SSO, Azure, Azure Entra ID, Databricks, AI, ML, LLM, NLP, ArgoCD, Terraform, Kubernetes, DevOps, CI/CD, GitLab CICD, Infrastructure-as-Code, JIRA, Confluence

Product Owner | DevOps & Infrastructure-as-Code on AWS and Azure

Allianz Technology

Versicherungen

>10.000 Mitarbeiter

Description
  • 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.

Skills: Team LeadershipçTerraform · Collaborative Leadership · Agile Leadership · Infrastructure as code (IaC) · Stakeholder Management · SAFE · DevOps · CI/CD · Amazon Web Services (AWS) · Microsoft Azure · Operations Management · Customer Engineering · Leadership · Scrum · SCRUM Product Owner · Networking Infrastructure · Virtual Private Cloud (VPC) · Crossplane  · ArgoCD · Kubernetes · Operations · Customer Engineering  · JIRA  · Confluence

Product Owner & Solution Architect | Data Platform as Knowledge Graph on GCP

RTL DATA

Medien und Verlage

>10.000 Mitarbeiter

Description:
  • 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.
 
Skills: SCRUM, Data Science, AI, ML, Data Engineering, Machine Learning, Knowledge Graph, Graph Embeddings, Natural Language Processing, GPT-3, Azure Open AI, Ontology, Google Cloud, Kubernetes, Streaming, DevOps, Argo CD, GitLab CI/CD, Solution Architecture, ETL Architecture, Terraform, Infrastructure-as-Code, Firebase Authentication, AWS Neptune, AWS IAM, AWS STS, Python, Jupyter, Team Leadership, Partner Management

Zertifikate

AWS Databricks Platform Architect

Databricks

2025

Professional SCRUM Product Owner I

Scrum.org

2021


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