Product architecture
Roles, modules, data model, user flows, MVP boundaries and a plan for further development.
PRODUCT / WEB ENGINEERING
An application that fits your process, not a process forced into a template.
I design websites, shops, panels and operational tools, from information architecture to the backend, database, containers and production deployment.
- Product
- Website, panel, platform
- Scope
- Frontend + backend + deployment
- Approach
- An MVP with room to grow
APPROACH
A good interface is only the visible part of a system.
An application should support a specific task: booking an appointment, handling an order, configuring routing, publishing a project or reporting. That is why design begins with flows, roles and data.
The visual layer, API, data model, authorisation, file uploads and administrative operations are designed together. This avoids an attractive frontend without a secure or convenient backend.
Code is delivered with containerisation, health checks, a reverse proxy and update instructions, so the product can be maintained and developed after its first release.
AREAS OF EXPERTISE
Areas I combine in one project.
The scope follows your goal and the current state of the environment. We can start with a single issue or a complete project.
Frontend and UX
Responsive interfaces, accessibility, error states, forms, galleries, search and a consistent component system.
Backend and API
Authorisation, business rules, databases, files, payment integrations and communication with external services.
Administration panel
Management of content, users, statuses, reports, configuration and operational processes.
WHAT YOU RECEIVE
What you receive beyond the configuration.
A deployment should be verifiable, maintainable and safe to develop further.
- 01
A product description, user roles, screen map and feature backlog.
- 02
A responsive frontend with empty states, error handling and keyboard accessibility.
- 03
A backend, API and data model with validation and access control.
- 04
An administration panel tailored to everyday operation of the process.
- 05
Docker, Nginx, environment configuration and production deployment instructions.
HOW I WORK
From context to controlled deployment.
- 01
Discovery
I map users, goals, flows, data and the boundaries of the first release.
- 02
Model and prototype
I design the information structure, components and contracts between the frontend and backend.
- 03
Implementation
I build the product in vertical slices so the entire process can be tested early.
- 04
Deployment
I containerise the application, configure production, run a smoke test and prepare for further development.
WHEN IT HELPS
This service makes sense when…
You do not need a finished specification. A specific problem, risk or desired outcome is enough.
- An off-the-shelf SaaS or CMS does not reflect your process.
- You need a website with bookings, a shop or a custom panel.
- Internal operations rely on spreadsheets and multiple inconsistent tools.
- You have an idea for a community platform or an industry-specific digital product.
- You want code and deployment, rather than just a visual design.
Python
FastAPI
Node.js
Next.js
PostgreSQL
SQLite
REST API
Docker
Nginx
HTML/CSS/JS
RELATED WORK
See how these skills come together in a working project.
CYBERSECURITY / AI / EVIDENCE
AISeeRisk
A security audit platform combining an authorised scope, reliable evidence, risk prioritisation and controlled remediation with subsequent verification.
Read the case study →
EVENTS / ORGANIZER PLATFORM
Eventnado
A two-sided event platform combining a catalogue and search for attendees with planning, administrative requirements, registration and event operations for organisers.
Read the case study →
AI / VOIP / COMMUNICATION PLATFORM
Callchestra
A business communication orchestration platform combining AI agents, PBX, routing, workflows, call analytics and integrations in one controlled environment.
Read the case study →
MONITORING / OBSERVABILITY
UPnator
A monitoring and reliability platform for websites, APIs, servers, databases and telephony, with alerts, status pages, incident history and SLO reports.
Read the case study →
HEALTHCARE / BOOKING
Psycholog Spektrum
A psychology practice website combining a calm presentation of its services, appointment booking, contact forms and tools for everyday administration.
Read the case study →
E-COMMERCE / HANDMADE
Sodashi Arts
An online shop for handmade crafts, scrapbooking and mixed media, designed around detailed product presentation, straightforward purchasing and everyday catalogue management.
Read the case study →
COMMUNITY / AUTOMOTIVE
Pokaż Brykę
A community for car projects with vehicle profiles, modification histories, rankings, categories, a Spotted module and engagement features.
Read the case study →
VOIP / COMMUNICATION PLATFORM
RelayPBX
A platform for building and operating business telephony, combining visual configuration, routing, tenants, SIP diagnostics and different deployment models.
Read the case study →FAQ
Common questions before we start.
Can a project start with a small MVP?
Yes. An MVP should cover the most important process end to end, without features that are not yet needed for validation or everyday use.
Will you also prepare an administration panel?
Yes. The panel is designed alongside public features, so managing data, statuses, users and content does not require manual database work.
Will the application run in Docker?
Yes, where appropriate for the project. The package can include a Dockerfile, Compose, a health check, environment variables, update scripts and Nginx configuration.
Can you develop the project after the first deployment?
Yes. The architecture and documentation are prepared so that further modules can be added without rewriting the entire application.
NEXT STEP
Have a process that deserves a better tool?
Describe the users, the biggest problem and the most important outcome. From there, we can define the MVP, architecture and a sensible sequence of stages.