Infrastructure & CI/CD
Cloud platforms, containers, pipelines and reliable delivery.
Open to DevOps, Cloud & AI engagements
Marcin Wiatr
DevOps & AI Solutions Engineer
I design, automate and ship solutions that connect infrastructure, CI/CD, web applications and generative AI.
I combine hands on development experience with an infrastructure mindset, building apps, preparing environments, automating delivery, integrating ERP, CRM and field service systems, clarifying business processes, and extending products with AI capabilities.
AI Agents & Automation
Workflow automation, integrations and practical AI solutions.
Process & Business Intelligence
Discovering processes, mapping organisation patterns and enabling BI.
About
Operating between development, infrastructure, processes and automation.
I bring application craft into DevOps and AI solution work, helping organisations clarify processes, integrate ERP/CRM and field service systems, and turn operational reality into business intelligence.
How I work
I work best at the intersection of development, infrastructure, automation and business process work. I care about the full path from idea to production and about understanding how organisations actually operate: discovering processes, clarifying ownership and connecting ERP, CRM and field service systems so delivery stays aligned with real workflows.
Where I am heading
- DevOps & platform engineering
- Infrastructure as code & CI/CD
- Containerisation & cloud platforms
- ERP, CRM and field service integrations
- Process discovery & organisational mapping
- Business intelligence for operational decisions
- AI engineering, agents & RAG
- Observability and operational readiness
What I bring
- End to end view of the product and process lifecycle
- Experience integrating enterprise systems (ERP, CRM, field service)
- Ability to uncover process patterns and organisational structure
- Business intelligence focus for clearer operational insight
- Practical problem solving under constraints
- Ability to connect tools, APIs and workflows
- Clear technical communication
- Fast learning across new stacks and domains
Skills
What I work with.
Capability areas across infrastructure, automation, AI solutions and application delivery, without ranking or language scorecards.
Core
- Linux
- Git
- Docker
- Shell scripting
- Networking fundamentals
- REST APIs
- CI/CD
Cloud & Infrastructure
- AWS
- Google Cloud
- Azure
- GitHub Actions
- Infrastructure as code
- Reverse proxies & TLS
- DNS
- Containers & environments
AI & Automation
- LLM APIs
- Prompt engineering
- AI agents & tool calling
- RAG & embeddings
- Workflow automation (n8n)
- System integrations
Process, ERP & BI
- ERP integrations
- CRM integrations
- Field service systems
- Process discovery & mapping
- Organisational structure analysis
- Business intelligence
- Process extension & engineering
Applications & Platforms
- Web application delivery
- API design & integrations
- Backend services
- WordPress & WooCommerce
- Performance & SEO
Experience
An engineering path toward DevOps, cloud and AI.
My path is an evolution of craft, from building web products toward infrastructure, automation and AI enabled systems. This timeline shows direction, not a fabricated employment history.
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Web Development
Building and shipping web products, learning how applications behave in real environments and how delivery quality affects users.
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Custom Development & Integrations
Connecting ERP, CRM and field service systems through APIs and data flows, extending processes around core platforms and bridging product needs with existing enterprise tools.
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Process Discovery & Business Intelligence
Examining how companies actually work, uncovering process and organisational patterns, and helping teams turn that clarity into business intelligence and better operational decisions.
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Containers & Automation
Moving from manual setup toward repeatable environments, containerised workloads and scripted operational workflows.
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DevOps & Cloud
Designing cloud environments, CI/CD focused delivery, monitoring and secure access patterns for platforms that must stay reliable.
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AI Engineering
Extending products with generative AI, agents, automation and retrieval patterns while staying grounded in operable architecture.
Now
Currently building
A live snapshot of focus areas and professional direction.
Building
- A technical portfolio that reflects DevOps, cloud and AI positioning
- Reusable delivery patterns for containerised applications
Learning
- AI agents, RAG patterns and evaluation workflows
- Deeper cloud native operations and platform engineering practices
Goals
- Contribute on DevOps, Cloud Engineering and AI solution roles
- Help teams automate delivery and connect systems reliably
Portfolio engineering
How this portfolio is built
This site is itself a small engineering artefact, statically rendered for fast delivery and clear maintenance.
Contact
Let’s build something reliable
I am open to DevOps, Cloud Engineering, AI Engineering, ERP/CRM and field service integrations, process discovery, business intelligence work, automation projects and technical collaboration.
Prefer email? Reach me directly and share a short note about the role, system or automation challenge you want to discuss.