Profile data
About
> AI Agent Engineer & AI-first Web Developer
I have been building web and digital products since 2014. Since 2024, my focus has shifted fully to AI-first development: agentic workflows, RAG systems, automation tools and production pipelines with clear quality gates. My strength is connecting code, AI and a disciplined delivery process.
Roles: AI Agent Engineer / Agentic Systems Engineer AI Automation Engineer Full-stack / Web Developer with AI focus AI Product / Workflow Developer
Core competencies
AI / LLM / Agentic Systems
- Designing AI-first workflows with roles, steps, artifacts and checks.
- Prompt engineering, structured output, tool calling and LLM API orchestration.
- RAG and context engineering with embeddings, vector search and knowledge packs.
- Evaluation and quality gates: scoring, strict exits and Playwright checks.
Web / Frontend Development
- React, Vue, Nuxt, Astro and Tailwind CSS.
- PrimeVue, shadcn/ui, MUI, Ant Design and custom UI systems.
- Landing systems, page builders and generated page workflows.
- WordPress, FSE, Gutenberg and template-driven delivery.
Backend / Automation & Delivery
- Node.js, TypeScript, Python and FastAPI.
- Prisma, PostgreSQL, pgvector and SQLite.
- CLI tools, batch pipelines and file-based workflows.
- Artifact packaging, release checks and handoff discipline.
Production discipline
- Briefs, specs, architecture, estimates and acceptance criteria.
- Experience managing production teams and sales workflows.
- Focus on timelines, quality and transparent communication.
How I work
I use a system-first approach to AI development. The goal is not to generate random output with an LLM, but to create a controlled workflow with clear input, structure, verification and next action.
01
Brief and requirements
02
Context collection and knowledge base
03
Workflow and agent architecture
04
Artifact generation: code, text, UI or system design
05
Automated and manual quality gates
06
Release and handoff
Professional experience
August 2024 — now
AI-first development, agent workflows, web automation
- Building an ecosystem of AI-first projects: internal tools, agent workflows, generators and quality gates.
- Formalizing delivery through skills, workflows, gates and verifiable artifacts.
- Primary focus: applied AI systems where LLMs are embedded into strict production workflows.
2014 — 2024
Web Development / WordPress
- Built and delivered 15+ websites of different complexity.
- Worked on structure, content, templates, visual packaging, launch and support.
- This production background is now the foundation for AI-assisted delivery.
2007 — 2014
Digital, advertising, project and production management
- Moved from sales management to project and production leadership.
- Managed the process from client brief and estimation to quality control and delivery.
- Worked with larger clients and teams before moving deeper into engineering.