-- Initialization sequence

01_

local Jakob = {

role = 'Student Assistant, Product Management @ EG',
status = 'Datamatiker · 3rd semester',
passion = 'Software, AI tooling & Product',
location = 'Aalborg, Denmark',
age = 22,
languages = {'Danish', 'English'},
discipline = 'Disciplined by iron, driven by code.'

}

// interactive.exe

// use keyboard

// arrows to play

// food left

// circa 2010

const jakob_2010 = {

passion: 'football',

skills: '[ kicking things ]',

}

// ↓ 16 years of character development later

const jakob_now = {

passion: 'code',

skills: '[ actually useful things ]'

}

0x02

Now — Student Assistant @ EG Digital Welfare

Building the AI tooling a product team runs on.

From September 2026 I sit in the Product Management team at EG Digital Welfare — welfare software for Danish and Norwegian municipalities. Not product features: the agents, Claude skills, evals and data pipelines behind how the team works.

smart_toy

Agents & Claude skills

Research, documentation and reporting agents the team uses day to day — built and maintained in GitHub.

fact_check

Evals

Test sets and metrics that decide whether an agent or workflow is good enough to ship — and catch regressions.

monitoring

Product data

Pipelines from product and customer data to analyses, insights and visualizations for PMs and leadership.

school

Enablement

Training Product Managers, UX designers and Business Analysts in the tools — and sparring on new AI approaches.

0x01

Academic_Background

UCN Aalborg

Computer Science (Datamatiker) at UCN — Java, SQL, system development and software architecture, with C#/.NET this semester. Alongside the study I ship my own products and work as Student Assistant in Product Management at EG.

Datamatiker2025 — 2028

architectureSystem Architecture

databaseBackend & Databases

smart_toyAI Agents & Evals

joystickLive Game Products

-- Tech Stack Dependencies

codev5

TypeScript / Node

Main language for everything I ship today: CallGuard, the analytics platform, Studie3 and this site. Node.js, Express, Fastify, REST APIs, Vitest.

storageSQL

SQL / Azure / Postgres

SQL Server on Azure, PostgreSQL via Supabase. Relational schemas, validation at ingest, views and the queries behind CoachData's live analytics and the event platform.

smart_toyagents

Claude Code / AI tooling

Claude Code as a daily tool and as infrastructure: custom skills, a scheduled agent pipeline in Studie3, a Gemini analysis flow in CoachData — and now agents and evals for the PM team at EG.

deployed_codev15/16

React / Next.js

React + Vite for CoachData, Next.js 15/16 for CallGuard, Studie3 and this portfolio. Deployed on Vercel and Railway.

terminalv5.4

LuaU

Since 2017. Four published games with 230K+ combined visits — combat systems, progression, GUI, monetization and the SDK for my own analytics platform.

coffeeSE 21

Java

Core academic language. Inventory, sales and reservation systems with UI, controllers, domain model and database access — built in teams with UML and Git.

-- Featured project snippets