Expertise
Where Intelligence Meets Engineering.
AIOps & MLOps
Scalable and efficient operations for data-driven systems through smart automation.
Observability & Monitoring
Comprehensive system monitoring of data, ML models and IT systems.
KPIs, Metriken, SLIs, SLOs
Clear and meaningful metrics for managing service quality, projects and processes.
DevOps & Site Reliability Engineering
Seamless collaboration between development and operations through intelligent automation.
Cloud & Platform Expertise
Optimization of operations for cloud environments (AWS, Azure, Kubernetes, OpenShift).
Agiles ITSM & ITIL-SO
Agile and effective processes for incident, problem and event management.
Team
Creating Value Together.
Our engineering consultancy brings together technological expertise, strategic insight, and many years of hands-on experience from complex projects for renowned clients across diverse industries.
metric.engineer is led by Andreas Pühringer, a certified Diplom-Ingenieur with over 15 years of experience. His current focus areas include MLOps, AIOps, and intelligent IT automation.
He is supported by Pooran Kaur, Master of Engineering (HFT Stuttgart), whose expertise lies in project management and the strategic use of metrics such as KPIs, SLIs, and SLOs.
Together, we develop tailored solutions for complex challenges — practical, efficient, and impactful.
Services
From Idea to Solution.
Project Management
Smart planning, development, and oversight of data and IT projects.
Implementation & Delivery
Turning research and concepts into practical execution and stable operations.
Assessments & Documentation
Capturing, measuring, analyzing, and evaluating complex systems.
Expertise & Consulting
Bringing in fresh 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
- TensorFlowTM: Basic Binary Image Classification
- Google CloudTM Generative AI Fundamentals
- Google CloudTM Introduction to Generative AI
- Google CloudTM Introduction to Responsible AI
- Google CloudTM Introduction to Large Language Models
Agile Methods & Project Management
- Scrum.org® Professional Scrum Product OwnerTM I (PSPO I)
- Scrum.org® Professional Scrum MasterTM 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.
