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Projects

Selected case studies from data engineering, AI automation, and full-stack development work. Each project demonstrates a different facet of what I build—from conversational analytics prototypes and AI-powered feedback agents to automated content pipelines and hockey analytics dashboards. I focus on practical solutions that solve real problems and deliver measurable value.

Explore by topic if you're interested in a specific area, or get in touch if you have a similar challenge.

Common outcomes include reduced manual reporting, faster data-driven decisions, and more reliable automation—whether for internal tools, customer-facing analytics, or backend pipelines. The blog goes deeper into the methods and tools behind many of these projects.

Conversational Analytics Prototype - Beyond Dashboards

Interactive prototype demonstrating the future of data analytics: natural language queries, proactive insights, and zero-training data exploration. Built to show what comes after traditional dashboards.

How I Built an AI Feedback Agent That Replaces Traditional Surveys – Using n8n and GPT-4

Self-Hosted Development Infrastructure - Coolify & Hetzner Platform

Complete self-hosted development infrastructure using Coolify on Hetzner cloud servers, enabling rapid Docker container deployment for tools like n8n, MageAI, Appsmith, and Grafana at just 250 SEK monthly cost.

Building a Simple Website for Finnboda Hamnplan Housing Association

Building an Automated Content Pipeline: From Slack to Live Website in 30 Seconds

AI-Powered Development Workflow - Claude MCP & React Prototype Platform

Comprehensive AI development workflow using Claude Sonnet 4 through MCP server, connecting multiple data sources to generate functional React prototypes from strategy to deployment in days.

The Hockey Analytics - Sports Intelligence & Data Analysis Platform

Professional hockey analytics platform built with Astro, featuring Slack integration for team communication and automated reporting. Comprehensive sports data analysis and intelligence platform for hockey performance optimization.

The Unnamed Roads - Creative Portfolio & Client Landing Platform

Modern creative portfolio and client landing platform built with Astro, featuring Slack integration for seamless communication. Professional web presence showcasing creative services with automated client onboarding workflow.