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Boštjan KamnikBK

Boštjan Kamnik

AI Engineer | LLM, RAG & Agents for eCommerce

€650/day
Ljubljana, SI
8-15 years

Average response time: 1 hour

About Boštjan

I help eCommerce and digital-product teams turn AI ideas into systems that actually run in production — copilots, chatbots, RAG assistants, and agent-based tools that cut manual work and speed up delivery.
▎ Most AI projects stall between a promising demo and something a business can rely on. I close that gap. With 8+ years in full-stack product engineering, I build AI that fits real workflows and holds up under real use.
▎ What I build:
▎ - Internal AI copilots that answer instantly from your own documents, CRM, and tools
▎ - Customer support and knowledge chatbots — RAG over your content, grounded and accurate
▎ - Workflow automation across email, documents, CRM, and internal systems
▎ - AI agents that run multi-step operational tasks end to end
▎ - Prototypes that validate an AI use case before you commit to a full rollout
▎ Where I come from: enterprise eCommerce and digital products. At Gorenje I owned the TypeScript integration between the storefront and SAP Commerce Cloud, delivered European Accessibility Act compliance end to end, and built CI/CD pipelines with automated testing — capability wired into live systems without breaking what already runs.
▎ My stack: TypeScript, React, Next.js, Node/NestJs, Python, LangChain, OpenAI, and RAG pipelines — front end to backend to deployment, so I can take a build from idea to production on my own.
▎ I work remotely with clients across Europe, and on-site around Ljubljana. If you have an AI use case worth building properly — or a demo that needs to become a real product — let's talk.
  • Slovenian

    Native or bilingual

  • English

    Fluent

  • German

    Conversational

Can work on-site
Ljubljana (up to 50km)

Experience

  • Self Employed
    Freelance AI Implementation Engineer
    February 2026 - Today (5 months)
    • • Build AI workflows, internal copilots, and agent-based systems for business operations and digital products
    • • Design and implement end-to-end solutions across TypeScript backends, APIs, background jobs, and user-facing interfaces
    • • Prototype and validate AI use cases before turning promising concepts into production-minded workflows
    • • Integrate external APIs and AI capabilities with resilient error handling, retry logic, and stateful execution patterns
    Python NestJs Langchain RAG Next.js
  • Result
    Frontend Developer
    September 2025 - February 2026 (5 months)
    • • Delivered complex business logic in React/TypeScript client ap plications, turning ambiguous requirements into production-grade features
    • • Translated cross-functional requirements into clean, maintain able UI and state logic
    • • Worked in an agile team with code review, testing, and iterative delivery
    • • Front-end half of the full-stack foundation now used to ship AI workflows and copilots end to end
    React.js Typescript SASS Git Figma
  • Gorenje d.o.o.
    eCommerce Engineer (SAP Commerce Integration)
    December 2024 - September 2025 (9 months)
    • • Owned TypeScript development and integration between the storefront and SAP Commerce Cloud, handling complex cross-system data flows and edge cases
    • • Drove European Accessibility Act compliance end to end — research, stakeholder communication, planning, and implemen tation
    • • Architected and implemented CI/CD pipelines with automated testing for production reliability
    • • Client-facing delivery in an enterprise environment with rigorous quality and compliance standards
    • • Same discipline AI implementation depends on: wiring new ca pability into existing systems reliably, without breaking what al ready runs
    Angular Accessibility Typescript

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Education

  • Bachelor of Science in Engineering
    University of Applied Sciences
    2017
    Bachelor of Science in Engineering

Skill set

Categories