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Rune Georgsen

AI Engineer & Software Architect

Building intelligent systems, exploring AI frontiers, and helping Norwegian businesses leverage cutting-edge technology. 20+ years of software engineering combined with deep AI expertise.

Available for projects
📍 Oslo, Norway 🇳🇴
☕ Coffee-powered
20+
Years Experience
50+
Projects Shipped
∞
Coffee Cups

Explore

💻
GitHub
Code & Open Source
👔
LinkedIn
Professional Network
📧
Email
rune@rgeorgsen.no
🔬
AI Lab
Experiments & Tools
🏢
Consulting
Hire Me
🐦
Twitter / X
Thoughts & Updates

Expertise

AI & LLMs Python Node.js TypeScript React RAG Systems Prompt Engineering FastAPI Cloud (AWS/GCP) DevOps & CI/CD Data Engineering PostgreSQL Docker Redis

Latest Blog Posts

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RAG Is Not Dead — You're Just Doing It Wrong
Everyone says RAG is outdated with huge context windows. Here's why hybrid retrieval with re-ranking still beats naive long-context, and how to build it properly.
March 15, 2026 · 8 min read · Read on AI Lab →
💰
How Norwegian SMBs Can Start Using AI Today
5 concrete use cases for small businesses — from invoice automation to email triage — with real cost estimates and implementation timelines. No PhD required.
February 28, 2026 · 12 min read · Read on AI Lab →
⚡
Building a Production AI Agent in 48 Hours
The story of shipping an autonomous agent in a weekend. Tool selection, error recovery patterns, and why agent loops are harder than they look.
February 10, 2026 · 10 min read · Read on AI Lab →
🧪
I Tested 7 LLMs on the Same Coding Task
Side-by-side comparison of Claude, GPT-4o, Gemini, DeepSeek, Llama, Mistral, and Qwen. Measuring correctness, speed, cost, and code quality.
January 5, 2026 · 15 min read · Read on AI Lab →

Speaking & Talks

🎤 «AI-automatisering for norske bedrifter»
Oslo Innovation Week 2025 · Oslo, Norway
Keynote om korleis SMB-ar kan ta i bruk AI utan store budsjett. Fokus på lavthengende frukter, ROI-berekningar, og praktiske case studies frå norske bedrifter.
🎤 «Building RAG Systems That Actually Work»
NDC Oslo 2025 · Conference Talk
Deep-dive into production RAG architectures. Covered chunking strategies, hybrid retrieval with re-ranking, evaluation frameworks, and lessons from deploying RAG at scale for Norwegian enterprise clients.
🎤 «From Zero to AI Agent in 60 Minutes»
Booster Conference 2025 · Bergen, Norway
Live coding workshop where participants built a fully functional AI agent from scratch. Topics included tool use, memory, planning, and error recovery.
🎤 «Prompt Engineering Masterclass»
JavaZone 2024 · Workshop (3 hours)
Hands-on workshop covering advanced prompting techniques: chain-of-thought, few-shot learning, structured outputs, and building reliable AI workflows for production systems.
🎤 «The Future of Developer Tools with AI»
DevFest Norway 2024 · Panel Discussion
Panel discussion on how AI is transforming the developer experience. Topics covered: AI code review, intelligent debugging, automated documentation, and the evolving role of the software engineer.

Achievements & Awards

🏆
Best AI Solution — Oslo Tech Awards 2025
Won for the AI-powered invoice processing system that reduced processing time by 70% for a major Norwegian accounting firm.
2025
⭐
Top-Rated Speaker — NDC Oslo
Received highest audience rating (4.9/5) for the RAG Systems talk at NDC Oslo 2025, with 300+ attendees.
2025
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Open Source Contributor — 2,000+ GitHub Stars
Open-source tools and frameworks used by thousands of developers worldwide. Active contributor to the AI/ML ecosystem.
2024-2026
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Published Author — «AI for Norske Bedrifter»
Authored a comprehensive guide on AI implementation for Norwegian businesses. Available as e-book with practical frameworks and case studies.
2025
🎓
Certified AWS Solutions Architect
Professional-level certification in cloud architecture, covering infrastructure design, deployment automation, and security best practices.
2023

Journey

2024-2026 — AI Innovation & Consulting
Full focus on AI: building LLM applications, RAG systems, AI agents, and consulting for Norwegian businesses. Launched AI Lab at runeg.online and published «AI for Norske Bedrifter».
2022-2024 — Full Stack Mastery
Combined frontend expertise (React, TypeScript) with backend systems architecture (Node.js, Python, PostgreSQL). Delivered 20+ enterprise projects for clients across Scandinavia.
2018-2022 — Cloud & DevOps
Specialized in scalable cloud infrastructure on AWS and GCP. Built CI/CD pipelines, container orchestration with Docker/Kubernetes, and infrastructure-as-code with Terraform.
2010-2018 — Backend & Data Engineering
Deep dive into Python, distributed systems, and data pipeline architecture. Built high-throughput ETL systems processing millions of records daily.
2004 — The Beginning
First lines of code. Fell in love with problem-solving through software. Started with web development, quickly expanded to everything that could be automated.

Latest Work

🔬 runeg.online — AI Lab & Experiments
Interactive playground for AI experiments: prompt builder, RAG explorer, name generator, live data visualizations, and 10 comprehensive learning guides on AI/ML topics.
🏢 rgeorgsen.online — AI Consulting
Professional services platform. Case studies with real results (70% time reduction, 60% auto-resolution), pricing packages, testimonials from Norwegian businesses.
📄 AI Invoice Processor
OCR + LLM pipeline for automated invoice processing. Reduced manual work by 70% for an Oslo accounting firm. Won Best AI Solution at Oslo Tech Awards 2025.
🤖 RAG Customer Support Bot
Chatbot trained on product catalogs and FAQ docs. Handles 60% of queries without human intervention with seamless escalation built in.
🧠 OpenClaw Agent Framework
Open-source framework for autonomous AI agents with memory, tool use, and multi-agent orchestration. Used by 2,000+ developers worldwide.