Product showcase
Products I have designed and built
I am a software developer in Stockholm. I build products end to end in Python, TypeScript and SQL: data tools, business systems, simulators and AI agent tooling.
Each page shows the problem, how the product works, a demo, what I built myself, and the evidence behind it, including what is not finished yet.
01
Data and GIS
1 product
Research data often sits in spreadsheets that only the researchers can read. I build tools that put aggregated data on a map without losing track of where each number came from: every value is checked against its source, and the published site is tested before and after it goes live.
Aug – Oct 2026
Bilingual survey map
A map and data tool that presents a cross-border youth survey for 51 municipalities, in Swedish and Norwegian.
View demo
02
Business systems
3 products
Small teams need tools that answer one question well: what something costs, what it should sell for, what others charge, or which version of a document to send. I keep the rules in the database, keep people in charge of decisions, and never let a tool change live data without approval.
Sep 2026 – present
E-commerce back office
Purchase costs, target margins and competitor prices for a 1,150-product online shop, in one read-only dashboard.
View demoJun – Jul 2026
SoherDocs
Turn one job posting and your saved CV knowledge into a tailored CV, a cover letter, an ATS check and PDFs.
View demo
03
Simulation and robotics
1 product
In automation, the hard bugs appear when a machine and the software around it disagree about what happened. I build simulators that make those moments repeatable, so a team can rehearse recovery before it costs anything.
Oct 2026
RobotOps Twin
A deterministic simulator for a warehouse robot cell, built to rehearse what happens when the robot and the software disagree.
View demo
04
AI agent tooling
2 products
Agents are useful when they work inside clear limits. My agent tooling makes the limits explicit: the agent proposes, a person approves, and every step leaves evidence that can be checked afterwards.
Jul 2026
SoherAgent
A governed delivery harness for coding agents: an exact authorized batch, leased work, independent review and hard stops.
View demoJul 2026
Customer service agent
A concept for one agent that answers chat and phone in Swedish, hands over to staff with context, and turns dictation into reviewed notes.
View demo
05
3D and creative tooling
2 products
An agent can take over the repetitive parts of 3D work while a person keeps creative control. These tools let a coding agent reuse assets and adapt motion in Blender, or point at the interface while the learner makes every click.
Sep 2026
Blender Asset Director
Gives a coding agent a small Blender production team: reuse assets, adapt motion, plan shots and review the result.
View demoSep 2026
Blender Teaching Overlay
A Windows MCP server that lets an AI tutor point at Blender’s interface while the learner makes every click.
View demo
06
Architecture
1 product
A design has to be clear enough for others to challenge before anything is built. I write architecture as editable diagrams, with notes on why each boundary exists and what happens when something fails.
Sep 2026
Private AI Datacenter
A reference design for running AI workflows on premises, in 18 linked views from hardware to tenant offboarding.
View demo
