Hi, I'm Magnus

Senior consultant in Intelligent Automation & Applied AI

Available for contract work & good conversations

AutomationAI IntegrationProcess OptimisationInnovation ManagementClaude Code

As AI increasingly automates cognitive work, shared values and vision matter more than ever. Let's dream, spar, and build.

My numbers

Career Highlights

With two degrees in Innovation Management, I sometimes wondered why I felt such a drive to become an Automation Developer. With AI's rapid expansion, it suddenly made sense.

6
Years in Automation Development
5
different roles across the
automation chain
Over €10M
saved for enterprises
Over €1.2M
earned through innovation
for startups and enterprises

Currently building with

claude code

$ claude "automate invoice reconciliation workflow"

[██████████] Analysing process requirements

[██████████] Designing agentic workflow

[██████████] Building automation agents

[██████░░░░] Pushing the boundaries

Currently exploring Claude Code as an automation tool — designing agentic workflows and building the next generation of intelligent automation.

What I've delivered across industries

Selected Cases

Banking & Finance
Lead Developer

Enterprise RPA & Expert Systems

  • Automated 12+ processes and managed ~40 robots
  • Built two expert systems for complex decision-making
  • Established best practices, code libraries, and governance model
  • Contributed to enterprise IT strategy
UiPath
Blue Prism
Expert Systems
C#
VB.net
Healthcare
Tech Lead

Introductory automation project with high impact

  • Tech lead and lead developer for a high-value UiPath automation
  • Delivered significant projected cost savings
  • Contributed to transforming the way a company operates and thinks about automation
UiPath
Process Analysis
Process Mapping
Accounting & Knowledge Work
Lead Developer

AI-powered knowledge agent

  • Built an AI agent for internal procedures and contact lookups
  • Integrated OData queries against datasets with millions of records to efficiently retrieve relevant information
  • Combined AI, structured data, and automation
Copilot Studio
Power Platform
RAG
OData
Power Automate
Platform & Architecture
Developer & Architect

Agentic AI Framework

  • Designed framework and architecture for agentic AI
  • Built automation patterns on the Microsoft platform
  • Explored and prototyped with emerging agentic AI technologies to understand their capabilities and implications
Microsoft Agent Framework
Agentic AI

To expand my technical horizon

Current Side Projects

My aim with the side projects is to experiment with new ways of automating cognitive work — something that was extremely time consuming before GenAI became so intelligent.

Yarr.ai

Yarr.ai

Concept website about AI use cases

Yarr.aiConcept website about AI use cases

Paused

The goal was to gain a deeper understanding of full-stack development with AI and the maintenance required for autonomous and AI-driven systems.

Technologies

OpenAI API integrations
TypeScript
Remix
Tailwind CSS
Express
PostgreSQL
React
Visit site
Agentic AI

Agentic AI

Building the next generation of intelligent automation with Claude Code

Agentic AIBuilding the next generation of intelligent automation with Claude Code

Active

Currently spending most of my time with Claude Code as an automation tool — designing agentic workflows, building custom AI agents, and pushing the boundaries of what's possible when you combine large language models with automation patterns. The goal is to unlock exponentially more efficient ways of working.

Technologies

Claude Code
Claude API
Claude.ai
OpenClaw
Custom-built AI Agents
Agentic Workflows
skills.md

What's Next

Actionability.ai

I want to build a tool to help your company discover, automate, and maintain an AI work force

The Dream

What I'm really chasing is a world where the most of the work is automated, and we can focus on being human again. I also believe that lots of resarch can be automated with human oversight in the loop. I also believe that there always be a need for humans to help innovate simply due to our curious nature and ability to be random, and I have a theory that I am not the only one that enjoys challenging status quo.

when ideology, spiritiuality, and pragmatism is aligned

More About Me

Passion for Innovation

I always think innovation, no matter what I do

Space Aspirations

I want to go to space!

Singularity Believer

I believe we can reach singularity in our lifetime, and I'm doing my best to help achieve it

Technocracy Advocate

I believe in implementing technocracy for more effective global governance

One World Vision

I'm against borders and nationalities. Let's create one integrated world

Like-minded person?

I'm always eager to connect with like-minded individuals!

Let's connect