Upgrade Projekt einstellen
Profilbild von Matthias Herz Data Product Owner | Solution Architect | Innovation Manager aus Forchheim

Matthias Herz

Forchheim
nicht verfügbar bis 31.05.2024

Letztes Update: 21.03.2024

Data Product Owner | Solution Architect | Innovation Manager

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

Schlagwörter

Dateianlagen

CV-Matthias-Herz-IPB_030523.pdf

Portfolio

PSPO I Certificate

Skills

Key areas as Product Owner / Product Manager
1) Team Leadership
2) Cloud Solutions
3) Data Science Products
4) DevOps Development
5) SCRUM

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

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

Key areas as Innovation Manager:
1) Innovation Portfolio Management
3) Incubation Projects

List of Skills
  • Agile Project Management
  • Algorithm Development
  • AI Services
  • ArgoCD
  • AWS Neptune
  • Collaborative Leadership
  • CI/CD
  • Confluence
  • Data Analytics Services
  • 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

03/2023 - bis jetzt
Product Owner for AWS and Azure DevOps & Infrastructure Squads
Allianz Technology (Versicherungen, >10.000 Mitarbeiter)
Description
  • In this project I am responsible for two Squads which build an Infrastructure-as-Code solution for the automatic and self-service driven provisioning of cloud accounts, IAM, and the appropriate network settings.
  • Furthermore, we are responsible for the operations of the accounts, incident- and escalation management for customers
Responsibility
  • PI Planning, Monitoring, Delivery, and Stakeholder Management
  • Backlog Priorization and Operation Support
  • Implementing Agile Leadership
  • Managing a major refactoring of the underlying product into a new cloud platform model
Team Setup
  • Two Squads consisting of Teach Leads, Architects, DevOps Engineers, Customer Engineers
  • Embedded in a Tribe with multiple neighboring Squads

Skills: Team Leadership · Terraform · Collaborative Leadership · Agile Leadership · Infrastructure as code (IaC) · Stakeholder Management · SAFE · DevOps · Amazon Web Services (AWS) · Microsoft Azure · Operations Management · Customer Engineering · Leadership · Scrum · SCRUM Product Owner · Networking Infrastructure · Virtual Private Cloud (VPC) · Crossplane · Operations · Customer Engineering
04/2021 - 04/2023
Product Owner & Solution Architect - Data Platform - Knowledge Graph
RTL DATA (Medien und Verlage, >10.000 Mitarbeiter)

Description:

  • The product is a data platform as knowledge graph and a content exploration app.
  • The core of this data platform is to centrally provide a semantic data layer of high quality for recommender systems and smart search algorithms.
  • The full-stack web app development is done with Angular and FastAPI.
  • The solution consists of numerous machine learning microservices, an ETL pipeline on GCP, BigQuery as DWH, and AWS Neptune as knowledge graph.
  • The multi-cloud setup consists of Kubernetes, Pub/Sub, BigQuery, GitLab CI/CD, ArgoCD, Terraform, AWS Neptune, and Azure OpenAI Services

 Contribution:

  • Project started, and Knowledge Graph released under my leadership.
  • As Data & DevOps Engineer developed CI/CD pipelines, micro-services, and Kubernetes deployments.

 Key Words: SCRUM, Data Science, Data Engineering, Machine Learning, Knowledge Graph, Graph Embeddings, Natural Language Processing, GPT-3, Ontology, Google Cloud, Kubernetes, Pub/Sub, Streaming, DataFlow, DevOps, Argo CD, GitLab CI/CD, Solution Architecture, ETL Architecture, Terraform, Infrastructure-as-Code, Firebase Authentication, AWS Neptune, AWS IAM, AWS STS, Python, Jupyter  

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.
Contribution:
  • Project started, and first product release prepared under my leadership.

 Key Words: SCRUM, Jira, Confluence, Machine Learning, Anomaly Detection, 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.

 Contribution:

  • Project started, and first product released under my leadership.

 Key Words: SCRUM, JIRA, Confluence, Data Analytics, Machine Learning, SAP HANA, Tableau, AWS, Python, Jupyter, GitLab

09/2018 - 03/2021
Innovation Manager
Siemens (Industrie und Maschinenbau, >10.000 Mitarbeiter)
  • 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
  • Created innovation culture, e.g., by coaching of all innovation project teams
Key Words: Design Thinking, Innovation Horizons, Innovation Funnel, Stage-Gate Process, Business Model Navigator & Canvas, 4P
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.

 Contribution:

  • Project started, and first product released under my project leadership.
  • Algorithm and Plugin developer in C++ and Python
  • Algorithms: Krylov-based model order reduction, Proper-orthogonal decomposition (POD), 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)
Summary: Various projects for Digital Twins, Simulation Tools, Algorithms, Finite-Element Methods, and Web Apps in (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.

 Contribution:

  • Project started, and new algorithms developed under my leadership.
  • Algorithm developer 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)
  • Development of non-linear thermodynamical mathematical model
  • Development of algorithms for ionic fluids

Kez 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 Data Product Owner | Solution Architect | Innovation Manager aus Forchheim Data Product Owner | Solution Architect | Innovation Manager
Registrieren