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Profilbild von Matthias Herz Product Owner | Cloud Solution Architect | DevOps Expert aus Forchheim

Matthias Herz

Forchheim
teilweise verfügbar

Letztes Update: 21.12.2024

Product Owner | Cloud Solution Architect | DevOps Expert

Firma: IPB Innovation & Product Builders GmbH
Abschluss: PhD, Applied Mathematics
Stunden-/Tagessatz: anzeigen
Sprachkenntnisse: Deutsch (Muttersprache) | Englisch (verhandlungssicher)

Schlagwörter

Dateianlagen

CV-Matthias-Herz-IPB_121224.pdf

Portfolio

PSPO I Certificate

Skills

Key areas as Product Owner / Product Manager
1) Team Leadership & SCRUM
2) Cloud Solutions
3) DevOps Development
4) AI Services

Key Areas as Cloud Solution Architect
1) Cloud-based Solutions
2) DevOps Solutions
3) Cloud-Based AI Services
4) Data Platforms / Enterprise Knowledge Graphs

Key Areas as DevOps Engineer
1) CI CD pipelines with ArgoCD
2) Firebase, GCP, AWS
3) Python FastAPI
4) 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


 

Projekthistorie

10/2024 - bis jetzt
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
03/2023 - 12/2024
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
04/2021 - 04/2023
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
04/2019 - 03/2021
Product Owner & Solution Architect - Predictive Maintenance
Siemens (Industrie und Maschinenbau, >10.000 Mitarbeiter)
Description:
  • Service to detect and predict machine failures and required maintenance for stagger cranes in logistic centers
  • Technically the solution was based on anomaly detection algorithms.
  • The software architecture was a hybrid cloud- and edge computing solution base on Docker, Kubernetes, and mircro-services.

 Key Words: SCRUM, Jira, Confluence, Machine Learning, Anomaly Detection, AI, Encoder-Decoder, GAN, Edge Computing, Cloud Computing, IIoT, Kubernetes, Docker, Grafana, NATS, DevOps, StartUp, Python, C++, Jupyter, GitLab
09/2018 - 03/2021
Product Owner - Analytics & Prediction Tool
Siemens (Industrie und Maschinenbau, >10.000 Mitarbeiter)
Description:
  • Internal tool for forecasting product demands over the next five years at the end of the product lifecycle (Phase-Out-Planning).
  • Target users are the responsible spare part managers.
  • The solution was based on SAP HANA and Tableau
  Key Words: SCRUM, JIRA, Confluence, Data Analytics, Machine Learning, SAP HANA, Tableau, AWS, Python, Jupyter, GitLab, Team Leadership, Partner Management
09/2018 - 03/2021
Innovation Manager
Siemens (Industrie und Maschinenbau, >10.000 Mitarbeiter)
Description
  • Built an end-to-end innovation process for a fast evaluation of innovation ideas.
  • Developed a validated innovation project portfolio which systematically covered horizon 2. 
  • Digital strategy development
Key Words: Design Thinking, Innovation Horizons, Innovation Funnel, Stage-Gate Process, Business Model Navigator & Canvas, 4P, JTBD, McKinsey Matrix, Ideation Workshops
04/2017 - 08/2018
Project Lead & Developer - Digital Twin Plug-In
Siemens (Industrie und Maschinenbau, >10.000 Mitarbeiter)
Description:
  • Plugin in SimCenter for reducing the size of large FEM models.
  • The goal was to enable real-time computations for physics-based Digital Twins, which run in parallel to operations of electric motors.
  • Based on these Digital Twins live-monitoring and predictive maintenance solutions were built.
  • Algorithms were developed in C++ and Python
  • Algorithms were based on Krylov-based model order reduction, Proper-orthogonal decomposition (POD), and Auto-Encoders
Key Words: SCRUM, JIRA, Confluence, Simcenter, Plugin, Model Order Reduction, POD, Auto-Encoders, Machine Learning, Python, Jupyter, C++, GitLab, Finite Element Method
03/2015 - 08/2018
Software & Algorithm Developer
Siemens AG (Industrie und Maschinenbau, >10.000 Mitarbeiter)
Description:
  • Various projects for Digital Twins, Simulation Tools, Algorithms, Finite-Element Methods, and Web Apps
  • Used programming languages were C/C++, Python, Java, JavaScript, Bash.
Key Words: SCRUM, Digital Twins, Simulation Tools, Algorithms, Finite-Element Methods, and Web Apps, C/C++, Python, Java, JavaScript, Bash, SimCenter
02/2016 - 09/2017
Project Lead & Developer - Topology Optimization
Siemens (Internet und Informationstechnologie, >10.000 Mitarbeiter)
Description:
  • New Filters and Algorithms for Topology Optimization
  • The goal was to add new features to the SimCenter Topology Optimizer.
  • Algorithms developed in C++ and Fortran
 Key Words: SCRUM, Jira, Confluence, Topology Optimization, SimCenter, C++, Fortran, Finite Element Method, Algorithms, GitLab, Voxelizer, Non-linear optimization
10/2010 - 12/2014
Research Associate Numerical Simulations
University Erlangen (Öffentlicher Dienst, >10.000 Mitarbeiter)
Description:
  • Development of non-linear thermodynamical mathematical model
  • Development of algorithms for ionic fluids

Key Words: Software Development, Algorithms, Data Science, Agile Methoden, Mathematical Modeling, Research and Development (R&D), Mentoring, Teaching, Ionic fluids, Nonlinear Thermodynamics

Reisebereitschaft

Weltweit verfügbar
  • Remote: preferred way of working
  • On-Site: I can travel within D-A-CH regularly for one night per week
  • On-Site: Scheduled on-site weeks are possible, too.
Profilbild von Matthias Herz Product Owner | Cloud Solution Architect | DevOps Expert aus Forchheim Product Owner | Cloud Solution Architect | DevOps Expert
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