Expertise
Intelligence Meets Engineering.
AIOps & MLOps
Scalable and efficient operations of data-driven systems through intelligent automation.
Observability & Monitoring
Holistic system monitoring of data, ML models and IT systems.
KPIs, Metrics, SLIs, SLOs
Clear and meaningful metrics for managing service quality, projects and processes.
DevOps & Site Reliability Engineering
Efficient collaboration between development and operations.
Cloud & Platform Expertise
Optimization of operations for cloud environments (AWS, Azure, Kubernetes, OpenShift).
Agile ITSM & ITIL-SO
Agile and effective processes for incident, problem and event management.
Team
Creating Value Together.
Our engineering consultancy combines technological expertise, strategic understanding and years of practical experience from demanding projects for renowned clients across various industries.
metric.engineer is led by Andreas Pühringer, a Diplom-Ingenieur with over 15 years of experience and a current focus on MLOps, AIOps and intelligent IT automation.
Andreas is supported by Pooran Kaur, Master of Engineering (HFT Stuttgart). Her focus is on project management and the strategic use of metrics such as KPIs, SLIs and SLOs.
We develop tailored solutions for complex challenges — practical, efficient and effective.
Services
From Idea to Solution.
Project Management
Planning, developing and monitoring data and IT projects intelligently.
Execution & Implementation
From research and concept to implementation and stable operations.
Assessment & Documentation
Capturing, measuring, analyzing and evaluating complex systems.
Expertise & Consulting
Bringing external perspectives and proven solution approaches.
Technology
Frameworks, Tools & Platforms.
Qualifications
Certifications and Specializations.
Cloud & Platform
- IBM® watsonx: Technical Essentials
- IBM® AI Foundations for Business (Specialization)
- IBM® AI Ladder Essentials
- IBM® Data Science Orientation
- Microsoft® Certified: Azure AI Fundamentals
- AWS® Certified Cloud Practitioner
Artificial Intelligence & MLOps
- Microsoft® Azure Machine Learning
- Microsoft® Artificial Intelligence on Microsoft Azure
- Microsoft® Natural Language Processing on Microsoft Azure
- Microsoft® MS-012: Prepare your Organization for Microsoft Copilot
- TensorFlow™: Basic Binary Image Classification
- Google Cloud™ Generative AI Fundamentals
- Google Cloud™ Introduction to Generative AI
- Google Cloud™ Introduction to Responsible AI
- Google Cloud™ Introduction to Large Language Models
Agile Methods & Project Management
- Scrum.org® Professional Scrum Product Owner™ I (PSPO I)
- Scrum.org® Professional Scrum Master™ I (PSM I)
- PeopleCert® PRINCE2® Foundation Certificate in Project Management
DevOps, ITSM & Security
- DevOps Institute® DevOps Leader (DOL)®
- DevOps Institute® DevOps Foundation (DOFD)®
- AXELOS® ITIL® Foundation Certificate in IT Service Management
- Microsoft® Data Security & Compliance in Microsoft 365
Academic Degrees
- University of Kassel: Diplom-Ingenieur
- Stuttgart Technical University of Applied Sciences (HFT Stuttgart): Master of Engineering
Clients & Projects
Mastering Complexity Through Partnership.
Our expertise is built on more than 15 years of experience in consulting, project management, site leadership, and technical management, as well as specialized roles as a coach and experts in AI, ML, DevOps, IT operations, observability, and metrics. In this time, we have led teams of over 30 people and managed multi-million euro projects.
Thanks to our diverse experience — as freelancers, partners/shareholders, and in staff augmentation — we develop tailored solutions for your specific requirements. We combine domain expertise across insurance, rail, automotive, IT, the public sector, skilled trades, NGOs, and media.
