AI Automation Engineer & Full Stack Developer

Snapshot

Work is delivered from Malmö, Sweden with focus placed on AI automation, agentic systems, and type-safe full stack web applications. 2 years of AI automation systems engineering and 8+ years of full stack software development experience are represented. Spec-first planning and Human-in-the-Loop (HITL) oversight are used to keep delivery predictable. Complex requirements are translated into maintainable implementations across frontend, backend, and automation layers.

What Is Delivered

• Agentic automation systems with HITL oversight for critical decisions
• AI-driven product engineering with artifact-first planning (plans and walkthroughs before code)
• Custom RAG pipelines with vector database integration (pgvector or MongoDB Atlas Vector Search)
• Full stack web applications (TanStack Start / Next.js) with Solid.js or React
• Event-driven automation with Motia (APIs, background jobs, scheduled work, and streams)

How Work Is Approached

• Requirements are clarified into a written spec and acceptance checks
• Changes are delivered in small increments and validated with reviews and automated tests
• Documentation and handover materials are produced so ownership can be transferred cleanly

Core Toolkit

• Frontend: Solid.js, React, TypeScript, Tailwind CSS, TanStack
• Backend: Node.js, Express.js
• Data: PostgreSQL, Prisma, MongoDB
• Automation: Motia, Python
• Deployment: Vercel, Cloudflare, Docker