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Projects

Grouped by the same three doors as the homepage: data platforms, AI automation & agents, and product & business.

01

data

Data platforms

Governed lakehouse platforms, pipelines and ML that the business actually uses — from source systems to decisions.

Governed lakehouse and ML in production — Enterprise data platform

production
Three years building and running an Azure Databricks platform for a global manufacturer: 100 production jobs, 600+ governed tables, NLP across 1.46M support cases, and ML in production.

From questions to SQL: an AI analytics platform on Databricks

production
Natural-language questions answered with validated SQL on Databricks, anomaly detection and 10 decision dashboards across 14 markets — shipped in 12 weeks.

From SLA Reporting to Proactive IT Operations

historical
A Power BI and SQL analytics layer for finding patterns in ServiceNow data and turning SLA reporting into operational improvement.
02

automation-agents

AI automation & agents

AI wired into real workflows, and agents that run them with scoped tools, approvals, evals and cost control.

The Unnamed Roads — agents in production, with guardrails

production
A self-hosted multi-agent platform running 10+ live projects: role-scoped agents, approval gates, tracing, evals and cost-aware model routing for ~€35/month infrastructure.

AI automation in production: pipelines, flows and guardrails

production
From a July 2024 GPT-4o mini translation pipeline to Inngest-orchestrated digests, monitors, and event-driven site flows — with human approval before anything ships.

MCP-Connected Development Workflow for Data-Informed Prototyping

prototype
Connected Claude to analytics, research, strategy, and design context through MCP to build React prototypes inside the development environment.

An AI feedback agent instead of a survey

production
A conversational feedback agent built with n8n and GPT-4: follow-up questions, language detection and structured insights instead of static survey forms.

Slack-to-Site Publishing Pipeline in Under 30 Seconds

production
A production workflow connecting Slack, n8n, GitHub, and Netlify to turn a structured message into a deployed article in under 30 seconds.

Agentic data organisation with Claude

production
An operating model where Claude coordinates specialist data agents — analytics, platform, pipelines, and governance — with clear agent roles and quality gates.
03

product-business

Product & business

Founding products and shaping platform investment: the conversations that decide what's worth building.

One evidence base for a B2B platform across 35 markets

production
A B2B platform with several billion SEK in annual sales and 35 markets — behavioural data, surveys, and visits as one evidence base so leaders could compare opportunities on the same terms.

TUVA — from Swift prototype to 10,000 users in three weeks

venture
Founding and building a neighbourhood-safety product: native iOS and Android apps, real-time reporting, product analytics, and the business questions that followed traction.

Early products — Django marketplaces and ticketing

historical
Two lean Django products: digital event ticketing and a local food-surplus marketplace — full-stack delivery before governed data platforms.
04

breadth

Along the way

Smaller projects that show how to scope a real need and ship something people can use.

The Hockey Analytics — pipelines, models and publishing

production
Scrapers and pipelines for SHL, NHL and more, a DuckDB/MotherDuck query layer, and an automated publishing loop on thehockeyanalytics.com.

Building a Simple Website for Finnboda Hamnplan Housing Association

community
A quick look at creating a straightforward website solution for our local housing association using modern web technologies.