Maya Shahaf Rozenberg

Software Engineer (AI Systems) | LLM · RAG · Automation

I build LLM-powered applications, RAG pipelines, and AI automation workflows. Currently an AI Automation Engineer at The Open University, designing intelligent systems with n8n, Dify, and Supabase. I combine deep technical execution with a product mindset — from prompt engineering to full-stack AI integration.

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Introduction

About me

user

I’m a software engineer specializing in AI systems, with hands-on experience building LLM-powered applications, RAG pipelines, and intelligent automation workflows. Currently working as an AI Automation Engineer at The Open University, where I architect evaluation pipelines, QA systems, and custom RAG solutions from scratch using n8n, Dify, and Supabase. I’m passionate about bridging the gap between AI capabilities and real-world product needs — whether that’s designing prompt engineering strategies, integrating LLM APIs, or building end-to-end AI-driven systems. I bring both technical depth and a product mindset to everything I build.

  • Core Stack

    Core Stack

    n8n, JavaScript (ES6+), TypeScript, Python, React, Next.js, Node.js, Java, C++

  • Education

    Education

    B.Sc. Software Engineering, SCE (2021–2025)
    MBA Entrepreneurship & Innovation, Open University (2026–Present)

  • Focus Areas

    Focus Areas

    LLM-powered apps, RAG pipelines, AI agent workflows, prompt engineering, and full-stack development

Tools I use

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AI & LLM
  • OpenAI
  • Claude
  • Gemini
  • Ollama
  • n8n
  • AWS
  • Lovable

Where I've worked

Experience

AI Automation Engineer

The Open University

10/2025 – Present
  • Architected and deployed an LLM-powered evaluation pipeline from scratch — covering system design, security, versioning, and maintenance — integrating Dify via API to significantly reduce manual review effort for course staff.
  • Built a QA system end-to-end using n8n workflows and AI agents, from spec and architecture through production deployment, enabling faster identification and resolution of chatbot issues across the university.
  • Built a custom RAG system using n8n and Supabase with pgvector to automate academic grading, using metadata-driven retrieval of course rubrics to guide model-based evaluation.
  • Owned prompt engineering strategy across all deployed systems, applying MCP, structured prompts, and retrieval-aware context selection to improve AI agent response reliability.
n8nSupabaseDifypgvectorOpenRouterReactREST APIsLLM APIsGitJira

AI Bot Developer

Freelance

08/2025 – 09/2025
  • Designed a modular chatbot experience for a matchmaking web platform using the OpenAI API to guide users through multi-step decision flows based on predefined conversational logic.
  • Built the foundational chatbot architecture and implemented front-end components while customizing prompts and responses to support different relationship-oriented conversation stages.
OpenAI APIPrompt EngineeringJavaScriptReactREST APIs

What I offer

Why Hire Me?

I bridge the gap between traditional software engineering and the high-speed world of Low-Code/No-Code. While my foundation is in pure code, I’ve found my sweet spot in building complex, production-ready AI systems using n8n — supplemented with surgical-grade Node.js/JS only when it adds real value.

I architect end-to-end solutions and own the entire lifecycle: from initial characterization and system architecture to handling edge cases, deployment, and long-term version maintenance. I’m deeply focused on AI security and building sophisticated workflows like LLM-as-a-Judge or Human-in-the-Loop systems that ensure reliability.

My approach to Prompt Engineering is highly technical — I utilize advanced techniques like Markdown structuring and model-specific labeling based on deep documentation analysis to get the best performance out of every LLM. As the AI landscape shifts weekly, I thrive on upgrading systems with the latest models and tools, ensuring solutions aren’t just functional today, but future-proof and scalable.

Essentially, I bring the rigor of a Software Engineer to the agility of Low-Code — delivering robust AI automation that actually solves business problems.

Combination

I blend logic and creativity- connecting people, ideas, and technology with balance and clarity.

Problem solving

I enjoy analyzing root causes and building clear, practical solutions.

Technologies

Constantly experimenting, learning, and applying new tools to get the job done.

Teams

I thrive in team settings - feedback, pairing, and async work all excite me.

Growing

I seek roles where I can deliver value early and evolve into a stronger engineer long-term.

My Portfolio

Selected Projects - Turning Ideas Into Working Code

Here’s a snapshot of projects I’ve built - from full-stack apps to automation tools. Each one challenged me to learn, solve, and deliver. Feel free to explore.

✈️ Tourvisto

Travel Agency Dashboard.

📰 KiddoNews

OpenAI news.

🎬 MyTube

Video streaming.

🌍 Wordly

Multi-Language Translator App.

💬 Quotify

Quote Generator.

🚀 Automation

Selenium testing.

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Connect with me

Get in touch

I'd love to hear from you! If you have questions , comments, or feedback, please use the form below.

maya.rozen53@gmail.com

© 2025 Maya Shahaf Rozenberg. All rights reserved.