Services

I offer AI engineering, software architecture, and technical leadership services — tailored to your specific needs.

AI & ML Engineering

From concept to production: I design, build, and deploy AI/ML solutions that solve real business problems.

MLOps pipeline design & implementation
Computer vision systems (PyTorch, FasterRCNN)
GPU-optimized inference (Nvidia Triton, Edge & Cloud)
AI-assisted development workflows (LLM integration, MCP servers)
Model training, testing & qualification automation

Software Architecture & Development

Modern, scalable software architectures — from legacy modernization to greenfield platforms.

.NET / C# / ASP.NET Core / Blazor
Distributed services & microservice architecture
REST API design & implementation
Cloud architecture (Azure, Docker, Aspire)
CI/CD pipelines & DevOps practices
Application Performance Monitoring & Observability

Technical Leadership & Consulting

Strategic guidance and hands-on leadership for engineering teams and transformation projects.

Engineering team leadership & mentoring
Agile transformation (Scrum, Kanban, DevOps)
Technical project management (IPMA)
Developer enablement & community building
Process optimization & quality management (ISO 9001)
Vendor management & external team coordination

AI Adoption & Enablement

Helping your organization adopt AI effectively — from strategy to hands-on implementation.

AI readiness assessment & strategy
AI tool evaluation & integration (Copilot, Claude, custom LLMs)
Team training & enablement workshops
Change management for AI adoption
Measuring AI impact (KPIs, OKRs, adoption metrics)

How I Work

Every engagement starts with understanding your specific challenges. I don’t believe in one-size-fits-all solutions — instead, I bring 25+ years of experience across industries (high-tech manufacturing, insurance, IoT/maintenance) to find the approach that works for your context.

Whether you need a few days of strategic consulting or a long-term technical partner — let’s discuss your project.