Architecture must turn into code
When the team does not need another slide deck but sound decisions and someone who helps build the critical parts.
For companies, consultancies, and intermediaries
Elton Marku works as part of an existing product or engineering team. He combines more than 15 years of enterprise experience with an agent-assisted working model that accelerates analysis and implementation without removing responsibility from the team.
Software Architect · Lead Full-Stack Engineer · AI-enabled Engineering
Expected availability: from January 2027

One counterpart for architecture, code, and technical decisions.
// when the engagement fits
The greatest leverage comes not as an isolated reviewer but on the critical path of a real initiative.
When the team does not need another slide deck but sound decisions and someone who helps build the critical parts.
When legacy, regulation, data flows, and live operations have to be considered together.
When agents and LLMs should be used productively without leaving quality, privacy, and traceability to chance.
// contribution to the team
System boundaries, integration patterns, and technical decisions become concrete enough for the team to act on.
Critical paths are not delegated. Architecture is validated through implementation, reviews, and production integration.
AI agents increase throughput and analytical breadth. Their use is adapted to security constraints, the codebase, and team process.
// ai within the project team
The models and tools used depend on the client's security and data constraints. The benefit comes from connecting agents with system context and senior review.
No unchecked changes, no invented certainty, and no model access to sensitive data without an agreed framework.
// project contexts
Selected engagements across regulated and business-critical system landscapes. The complete project profile can be shared in a concrete placement process.
Describe the role, system context, timeframe, and engagement model. You will receive a clear answer on whether and how Entwicklerherz can support you.