- Solution Architecture
- Technical Leadership
- AI Enablement
- MVP Delivery
From Technical Complexity to Business Results
I help companies make better technical decisions, remove delivery bottlenecks, modernize architecture, and turn ideas into production-ready solutions.
23+ years in software engineering. 10+ years working with startups. From strategy and architecture to hands-on execution.
- Business
- Strategy
- Architecture
- Delivery
- Outcome
01 / About
Expertise
Solution Architecture
Architecture should enable the business, not slow it down.
I design and review scalable, maintainable systems, define target architectures, evaluate technology choices, and create pragmatic modernization and migration strategies.
- Cloud
- Kubernetes
- Distributed Systems
- APIs
- Integration
- SaaS
- Architecture Modernization
AI Enablement
AI is useful when it improves an actual process.
I help identify where AI can create measurable value, integrate AI capabilities into existing products and workflows, and build the technical foundation needed to move from experiments to production.
- AI-assisted workflows
- Agents
- Development automation
- AI integration
- Architecture
Technical Leadership
Strong technology requires alignment between architecture, engineering, product, and business.
I help teams establish technical direction, improve engineering practices, resolve complex technical decisions, and turn strategy into executable work.
- Technical strategy
- Engineering processes
- Architecture governance
- Delivery
- Team enablement
MVP & Product Delivery
Move from idea to something customers can actually use.
I help define the smallest meaningful product, select the architecture and technology stack, build the technical foundation, and guide delivery toward production.
- Product architecture
- MVP scoping
- Cloud infrastructure
- Delivery
- Technical validation
02 / Problems
Does This Sound Familiar?
Delivery keeps getting slower
The team is busy, but features take longer to reach production. Dependencies grow, releases become harder, and adding more developers doesn't solve the problem.
Architecture has become a constraint
What worked two years ago no longer fits the product, scale, team, or business model. Technical debt is starting to influence business decisions.
Too many technical decisions, not enough direction
Cloud, Kubernetes, AI, build vs. buy, microservices, platform engineering — there are plenty of options, but no clear technical direction connecting them.
Business and engineering are moving at different speeds
Business priorities change quickly while technical implementation struggles to follow. Roadmaps, architecture, and engineering capacity are no longer aligned.
You need senior technical expertise — but not another full-time executive
There are important architecture or technology decisions to make, but hiring a permanent CTO, architect, or technical lead isn't necessarily the right answer.
You have an idea but need a path to production
The concept is clear. The questions are architecture, scope, technology choices, cost, risks, and how to get the first production version delivered.
03 / Approach
How I Can Help
Delivery velocity isn't enough
Action
I review the delivery process, architecture, dependencies, CI/CD, team interfaces, and technical constraints to identify the real bottlenecks.
Outcome
A clear picture of what slows delivery down and a prioritized set of improvements.
Architecture is becoming a bottleneck
Action
I review the current architecture against your product goals, expected growth, operational requirements, and engineering capabilities.
Outcome
A pragmatic target architecture and an actionable path from the current state.
You need a technical direction
Action
We translate business priorities into architectural principles, technology decisions, initiatives, and a realistic technical roadmap.
Outcome
A 3–6 month technical strategy your team can actually execute.
You need to turn an idea into a product
Action
I help define the MVP scope, architecture, stack, infrastructure, delivery approach, and key technical decisions — and can stay involved during implementation.
Outcome
A production-oriented MVP with a foundation that can evolve beyond the prototype.
04 / Cases
Selected Cases
Enterprise Cloud Migration
Designed and supported enterprise-scale migrations from on-premise infrastructure to cloud environments and between cloud providers.
- Migration strategy
- Target architecture
- Kubernetes
- Azure
- Business continuity
Cloud-Native Transformation
Helped transform traditional applications into cloud-native platforms built around containers, Kubernetes, automation, and modern observability.
- Kubernetes
- Platform Engineering
- CI/CD
- Observability
- Architecture
SaaS Products from Idea to Production
Architected and built several SaaS products, combining product development, cloud infrastructure, APIs, data, security, and operational processes.
- SaaS
- APIs
- Cloud
- Product Architecture
- Delivery
Delivery & Platform Modernization
Introduced infrastructure automation, CI/CD, observability, deployment standards, and platform capabilities to reduce operational friction and make delivery more predictable.
- DevOps
- GitOps
- Terraform
- Kubernetes
- Observability
05 / Contact
Have a Technical Challenge?
You don't need to know exactly what service you need.
Tell me what you're trying to achieve, what isn't working, or what decision you're facing. We'll start from there.
06 / Process
How Cooperation Works
Meet
A short conversation to get to know each other and understand the problem at a high level.
Deep Dive
We look into the business context, architecture, product, team, constraints, and what has already been tried.
Service Proposal
I suggest a concrete scope, format of cooperation, expected outcomes, and next steps.
Align
We discuss the proposal, challenge assumptions, adjust priorities, and agree on what success should look like.
Work Together
We execute — from a focused architecture review to several months of technical leadership.
07 / Cooperation
Different Problems Need Different Levels of Involvement
Light involvement
Focused
Small obstacles. Focused problems. Fast decisions.
Good for architecture reviews, technology selection, performance issues, cloud cost questions, delivery bottlenecks, migration decisions, and second opinions.
- Outcome
- A concrete recommendation, decision, or action plan.
- Typical duration
- Several hours to several weeks.
Medium involvement
Strategic
Deep dive into your technical context.
Good for companies that need architectural direction, modernization, cloud strategy, AI adoption, platform evolution, or better alignment between technology and business.
- Outcome
- A prioritized 3–6 month technical strategy with target architecture, key initiatives, risks, and next steps.
- Typical duration
- Several weeks with optional ongoing support.
Deep involvement
Embedded
Senior technical capacity when you need it.
Good when the problem is evolving and you need an experienced Solution Architect or Technical Lead embedded alongside your team.
I can participate in architecture, technical decisions, implementation reviews, mentoring, delivery, and coordination with product and engineering.
- Outcome
- Ongoing technical leadership without adding a permanent senior role.
- Typical duration
- Flexible, based on actual involvement.
08 / Fit
Will We Work Together?
We will work well together if…
You're ready to change something
A review only creates value when there is willingness to act on what we discover.
You want an independent perspective
Sometimes someone outside the organization can challenge assumptions that have gradually become accepted as facts.
You want business and technology in the same conversation
Architecture decisions should be driven by business constraints and opportunities — not technology for technology's sake.
You value pragmatic solutions
Not every problem needs microservices, Kubernetes, AI, or a complete rewrite. The solution should fit the problem.
It probably won't work if…
You need someone who simply executes tasks without asking questions
I will ask why, challenge assumptions, and propose alternatives when I see a better path.
The technology has already been decided and you only need validation
An independent review may confirm the decision — or question it.
There is no appetite for change
Finding problems without being willing to address them rarely creates value.
You're looking for architecture delivered as diagrams only
Architecture has value when it influences implementation, delivery, operations, and business outcomes.
09 / Blog
From the Blog
All articlesREST API Design Principles for 2026
Most REST APIs fail not because of technology, but because of poor design standards — here are the principles every production API should follow in 2026.
Ingress NGINX Controller Retirement: Strategic Risks for Kubernetes Platforms
NGINX Ingress Controller support is ending, and Kubernetes teams should assess the security, operational, and architectural risks of running an unmaintained component at the edge of their clusters.
Automating Task Summaries in Konso CMS with Claude and MCP
How to automatically turn Claude’s task reasoning into structured wiki documentation using Konso Wiki MCP and visualize it with Astro — with zero manual effort
10 / FAQ
Frequently Asked Questions
What kind of companies do you work with?
Primarily startups, SaaS companies, product teams, and small-to-medium technology organizations that need senior technical expertise without necessarily hiring another permanent leadership role.
At what stage should I involve you?
Usually when an important technical decision has to be made, delivery is slowing down, architecture needs to evolve, a migration or modernization is planned, or a new product needs a technical foundation.
Early involvement is usually cheaper than correcting architectural decisions after implementation.
Do you only provide recommendations?
No. I can work at different levels — from an independent architecture review to technical leadership and hands-on involvement during implementation.
The goal isn't to produce a document and disappear. Recommendations should be executable.
Can you work with our existing development team?
Yes. In most engagements I work alongside existing developers, DevOps engineers, product managers, technical leads, and management rather than replacing them.
Do you work as a fractional CTO?
Yes, when the problem requires broader technical leadership rather than a narrowly scoped architecture engagement. This can include technical strategy, architecture, engineering processes, technology decisions, hiring support, and communication between engineering and management.
Can you review an architecture before we start a major project?
Yes. An independent architecture review before a migration, rewrite, platform change, or major product investment can identify risks and questionable assumptions before they become expensive.
Do you work hands-on?
Yes. My background is engineering, and I stay close to implementation. Depending on the engagement, that can include architecture prototypes, infrastructure, cloud and Kubernetes, CI/CD, APIs, code reviews, technical troubleshooting, and implementation guidance.
Which technologies do you specialize in?
My core background includes Azure and multi-cloud architecture, Kubernetes, Terraform, CI/CD, observability, APIs and distributed systems, .NET, modern web architectures, SaaS platforms, and AI-enabled applications.
Technology is part of the solution, however — not the starting point.
How long does an engagement usually take?
A focused consultation or review can take a few hours or days. Architecture and strategy engagements usually take several weeks. Technical leadership can continue for several months depending on the situation.
What happens after our first call?
If there is a good fit, I propose a concrete engagement: the problem we're solving, scope, cooperation model, expected outcome, and next steps.
Let's Discuss the Idea
Planning a new product? Facing an architecture decision? Delivery getting slower? Considering cloud, AI, modernization, or a major migration?
Bring me the problem — it doesn't need to be perfectly defined yet.
We'll look at the context, challenge the assumptions, and determine what the next technical step should be.
Discuss your challenge