The CFF Explained: A Practical Guide
What the Circular Footprint Formula is, where it comes from, and why it's a significant part of your battery carbon footprint calculation.
Analytics Engineer | Sustainability
From data systems design to regulatory compliance frameworks
Design scalable data models for supply chain traceability, compliance tracking, and carbon footprint calculations.
Explore dataTurn complex environmental data into actionable insights with Power BI dashboards and automated reporting systems.
Explore sustainabilityAutomate recurring data tasks with Power Query, Python, and Azure to reduce manual work and improve accuracy.
Explore processRecent projects in sustainability data systems and EU Battery Regulation compliance
I Analyze. I Build. I Optimize.
Turning complex sustainability data into structured, actionable systems.
Technical deep-dives, regulatory updates, and data engineering best practices
What the Circular Footprint Formula is, where it comes from, and why it's a significant part of your battery carbon footprint calculation.
Everything you need to know about implementing the CFF for EU Battery Regulation compliance. From theory to architecture to supplier collaboration.
I'm an analytics engineer focused on sustainability, based in Gothenburg, Sweden. With 7+ years at IVL Swedish Environmental Research Institute, I've helped organizations navigate the intersection of environmental regulation and data systems. I specialize in building audit-ready data pipelines for EU Battery Regulation compliance, carbon footprint calculations, and supply chain traceability.
More about me