AI Automation & Full-Stack Developer

Turn a workflow problem into a scoped build.

Tell me what happens today, where the manual work builds up, and what a useful result would look like. We can start with an automation audit, test a prototype, then scope a larger implementation and maintenance.

A scoped starting point

Solutions for business workflows

Practical AI automation, internal tools and API integrations for businesses. Start with the process you want to improve; choose the technology after the scope is clear.

Make incoming work easier to review

Turn unstructured inputs into suggested next steps, with a person deciding what happens next.

Explore operations triage →

Build a tool around your team

Start with a dashboard, a focused web MVP or an internal desktop workbench.

Explore internal tools →

Project evidence. Future client solutions.

The case studies show my own engineering work and its current limits. The packages below describe work available to commission. They do not claim past client delivery.

How to read the commercial labels
BUILT
Implemented project evidence; see each case study for its limits.
AVAILABLE TO BUILD
A scoped offer for a future engagement, subject to discovery.
CLIENT DELIVERED
Work accepted by a client. No such delivery is claimed here.
PLANNED
A future idea outside the current offer.

Small scope first. Expand on evidence.

Services & draft pricing

Choose a starting point, then agree the deliverables and acceptance criteria. Every package is available to build, subject to discovery.

Provisional scope anchors, not fixed quotes or market benchmarks. Final scope, delivery schedule and tax treatment are confirmed in a written quote. Hosting, provider/API usage and third-party subscriptions are separate unless expressly included. Monthly packages have agreed allowances; they do not include unlimited work or 24/7 coverage.

01 · AVAILABLE TO BUILD

Automation / AI Audit

Draft package range: 490–990 PLN

A clear decision on what to automate first.

Process analysis, automation opportunities, a technical recommendation and a bounded MVP scope.

Start with an automation audit →

02 · AVAILABLE TO BUILD

Business Workflow Automation

Draft package range: 1,500–4,000 PLN

A repeatable workflow connecting the tools your team already uses.

A scoped API, webhook or system integration, with error handling and a documented handover.

Discuss your workflow →

03 · AVAILABLE TO BUILD

AI-Assisted Workflow Prototype

Draft package range: 1,500–3,000 PLN

A small AI-assisted workflow you can evaluate before a larger build.

One bounded use case, structured output, sample-data evaluation and an explicit human review step.

Scope a prototype →

04 · AVAILABLE TO BUILD

AI Operations Triage

Draft package range: 2,500–5,500 PLN

Incoming work classified and prepared for a person's decision.

Classification, suggested next actions, a review workflow and a scoped operational API or dashboard integration.

Reference project: OpsPilot AI. Project evidence uses demo data and simulated execution; it is not a client delivery or a live AI service.

Discuss your triage workflow →

05 · AVAILABLE TO BUILD

Internal Operations Dashboard

Draft package range: 3,500–8,000 PLN

An operational view built around how your team makes decisions.

React/TypeScript frontend, backend/API and a defined operational workflow, with agreed access boundaries.

Scope an internal tool →

06 · AVAILABLE TO BUILD

Full-Stack MVP Sprint

Draft package range: 6,000–12,000 PLN

A focused web MVP for testing one core product workflow.

Frontend, backend, API and persistence, with acceptance criteria agreed before implementation.

Build an MVP →

07 · AVAILABLE TO BUILD

Klaus-style Internal AI Workbench Prototype

From 7,500 PLN

A safety-first internal desktop or workbench prototype for your team.

AI-assisted developer or operational surfaces with explicit authority boundaries and human-controlled execution. Custom scope after discovery; no autonomous operation is promised.

Reference project: Klaus — AI Developer Workbench. An independent project in development, not a client-delivered product. Agent run execution remains blocked.

Discuss an internal workbench →

08 · AVAILABLE TO BUILD

Maintenance Basic

Draft package range: 490–790 PLN / month

A defined maintenance path for an agreed application scope.

Agreed checks, bug triage and small fixes within a monthly allowance. Coverage and response times are agreed separately.

Discuss maintenance →

09 · AVAILABLE TO BUILD

Maintenance + ongoing development

Draft package range: 990–1,500 PLN / month

Maintenance plus a prioritized queue of incremental improvements.

An agreed monthly development allowance, backlog review and maintenance. Larger features are scoped separately.

Plan ongoing development →

A practical next step

Discuss your workflow

Send a short brief by email. You do not need a finished specification. Include the current process, desired outcome, tools involved, budget range and target timing. Describe data sensitivity without sending credentials or confidential records.

  1. Qualify the problem. Agree whether a direct quote or an Automation / AI Audit is the right start.
  2. Test a bounded prototype. Define acceptance criteria and a human review step where AI is involved.
  3. Build and maintain. Scope a larger implementation and an optional maintenance allowance separately.

Email: mateusz.ozimkiewicz9@gmail.com. These links open your email app with a draft; you choose when to send it.

Also open to relevant remote software and AI roles, B2B projects and contract work. Full CV available by email.