Skills

Stack in production apps and lab studies.

React, TypeScript, full-stack delivery, and creative tooling from marketplace work through open experiments.

Strong production useComfortable shipped in projectsLearning actively growing

Build interfaces

React application work, component systems, interaction states, and browser-native craft.

Used in Artifact PopChoice Car Dashboard+3CV Vend Marketplaces OySchibsted Suomi Oy+3
Builds production UI applications, component systems, and interactive product surfaces.
Project links
- ArtifactProject
- PopChoiceProject
- Car DashboardDesign Lab
- Bus TicketDesign Lab
- PortfolioProject
- Smiley SpheresDesign Lab
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Dream Broker Oy
  Software Engineer · December 2021 to August 2023
- Mindhive Oy
  UI Designer and Frontend Developer / Thesis Worker · April 2021 to June 2021
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Used in Artifact PopChoice Portfolio+3CV Vend Marketplaces OySchibsted Suomi Oy+2
Uses typed models to keep complex UI, product logic, and simulation code understandable.
Project links
- ArtifactProject
- PopChoiceProject
- PortfolioProject
- Car DashboardDesign Lab
- Smiley SpheresDesign Lab
- Bus TicketDesign Lab
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Mindhive Oy
  UI Designer and Frontend Developer / Thesis Worker · April 2021 to June 2021
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Used in Artifact PortfolioCV Vend Marketplaces OySchibsted Suomi Oy+1
Builds browser features, custom tooling, and production web application behavior.
Project links
- ArtifactProject
- PortfolioProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Dream Broker Oy
  Software Engineer · December 2021 to August 2023
Used in PopChoice+5CV Dream Broker OyMindhive Oy+1
Builds React applications with full-stack routing, rendering, and product-flow structure.
Project links
- PopChoiceProject
Also used in
- activity-finder
- productivity-app
- travel-agent
- ui-colors
- frontend-masters-nextjs-fullstack
CV roles
Full timeline
- Dream Broker Oy
  Software Engineer · December 2021 to August 2023
- Mindhive Oy
  UI Designer and Frontend Developer / Thesis Worker · April 2021 to June 2021
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Used in Artifact+1
Uses React Router and Remix-style routing patterns for data-aware React applications.
Project links
- ArtifactProject
Also used in
- PollyGlot
Used in Portfolio Bus Ticket
Builds content-led sites with islands where interactivity earns its place.
Project links
- PortfolioProject
- Bus TicketDesign Lab
Used in Artifact Portfolio Car Dashboard+2CV Vend Marketplaces OySchibsted Suomi Oy
Uses modern frontend tooling for fast local development and production builds.
Project links
- ArtifactProject
- PortfolioProject
- Car DashboardDesign Lab
Also used in
- popchoice-ui
- PollyGlot
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
CV Vend Marketplaces OySchibsted Suomi Oy
Worked on production micro frontend architecture across multiple Nordic marketplace brands.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
CV Vend Marketplaces OySchibsted Suomi Oy
Built and maintained micro frontend applications on a Podium-based platform.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
CV Mindhive OyMindhive Oy
Used Material UI component foundations in earlier product concepts and PWA work.
Also used in
- popchoice-ui
- ui-colors
CV roles
Full timeline
- Mindhive Oy
  UI Designer and Frontend Developer / Thesis Worker · April 2021 to June 2021
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
CV Mindhive OyMindhive Oy
Used CSS-in-JS styling in React component-library and product UI contexts.
Also used in
- popchoice-ui
- ui-colors
CV roles
Full timeline
- Mindhive Oy
  UI Designer and Frontend Developer / Thesis Worker · April 2021 to June 2021
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Used in Artifact PopChoice Portfolio+3
Uses utility-first styling for fast, practical interface implementation.
Project links
- ArtifactProject
- PopChoiceProject
- PortfolioProject
- Car DashboardDesign Lab
- Smiley SpheresDesign Lab
- Bus TicketDesign Lab
Used in Portfolio+2
Uses focused UI primitives where accessible interaction behavior should not be hand-rolled.
Project links
- PortfolioProject
Also used in
- artifact
- PopChoice
Used in Portfolio Bus Ticket+2
Uses practical icon systems for product controls, navigation, and interface affordances.
Project links
- PortfolioProject
- Bus TicketDesign Lab
Also used in
- artifact
- PopChoice
CV Mindhive Oy
Used Redux in PWA application work for delivery platform flows.
CV roles
Full timeline
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Uses lightweight client-side state management for focused application state.
Used in Artifact PopChoice Portfolio
Uses state machines where explicit interaction states make product behavior easier to reason about.
Project links
- ArtifactProject
- PopChoiceProject
- PortfolioProject
CV Mindhive Oy
Collaborated on progressive web application work for an online delivery platform.
CV roles
Full timeline
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Used in PopChoiceCV Vend Marketplaces OySchibsted Suomi Oy
Works with localization flows, translation tooling, and multilingual product interfaces.
Project links
- PopChoiceProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025

Build systems

Application foundations, data flow, integrations, deployment, and product infrastructure.

Used in Artifact PortfolioCV Vend Marketplaces OySchibsted Suomi Oy
Creates supporting scripts, tooling, and application foundations.
Project links
- ArtifactProject
- PortfolioProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
CV Vend Marketplaces OySchibsted Suomi Oy
Uses Express.js for backend/API foundations in JavaScript application work.
Also used in
- PopChoice
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
CV XAMK
Uses Python as a general-purpose language and learning track for algorithms and backend thinking.
CV roles
Full timeline
- XAMK
  Information Technology · 2017 to 2021
Used in PopChoice
Learning and applying relational data foundations through PopChoice.
Project links
- PopChoiceProject
Used in PopChoice
Uses Redis-backed infrastructure where product flows need fast shared state or queues.
Project links
- PopChoiceProject
Used in PopChoice
Uses background job queues for async product workflows and processing pipelines.
Project links
- PopChoiceProject
Used in PopChoice+1
Uses schema validation to keep TypeScript application boundaries explicit.
Project links
- PopChoiceProject
Also used in
- travel-agent
CV Mindhive Oy
Used Firebase in early PWA and delivery platform work.
CV roles
Full timeline
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
CV Vend Marketplaces OySchibsted Suomi Oy+1
Worked with GCP in delivery platform, marketplace, and application infrastructure contexts.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Used in PopChoice
Used Railway as an earlier deployment target for PopChoice before moving it to a VPS setup.
Project links
- PopChoiceProject
Used in PopChoice
Runs PopChoice on a VPS deployment setup.
Project links
- PopChoiceProject
Used in PopChoice
Uses Coolify to manage self-hosted application deployment on VPS infrastructure.
Project links
- PopChoiceProject
Used in Portfolio Smiley Spheres
Uses Deno as a full-stack runtime and for local tasks, formatting, linting, tests, and benchmarks.
Project links
- PortfolioProject
- Smiley SpheresDesign Lab

Shape products

Turning vague ideas into useful flows, prototypes, concepts, and product direction.

Used in Artifact PopChoice Bus Ticket+1CV Mindhive OyCreative practice and side projects
Shapes rough ideas into coherent products, prototypes, and explainable case studies.
Project links
- ArtifactProject
- PopChoiceProject
- Bus TicketDesign Lab
- PortfolioProject
CV roles
Full timeline
- Mindhive Oy
  UI Designer and Frontend Developer / Thesis Worker · April 2021 to June 2021
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in Artifact Bus Ticket PortfolioCV Vend Marketplaces OySchibsted Suomi Oy+3
Identifies UX issues, creates flows and prototypes, and turns design ideas into shipped UI.
Project links
- ArtifactProject
- Bus TicketDesign Lab
- PortfolioProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Dream Broker Oy
  Software Engineer · December 2021 to August 2023
- Mindhive Oy
  UI Designer and Frontend Developer / Thesis Worker · April 2021 to June 2021
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Used in Artifact Bus TicketCV Mindhive Oy
Built starter design systems, UI kits, and reusable component concepts for product work.
Project links
- ArtifactProject
- Bus TicketDesign Lab
CV roles
Full timeline
- Mindhive Oy
  UI Designer and Frontend Developer / Thesis Worker · April 2021 to June 2021
CV Vend Marketplaces OySchibsted Suomi Oy
Planned and implemented product features and A/B tests with cross-functional teams.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
Used in Portfolio
Organizes messy bodies of work so different audiences can find the right project, role, or study.
Project links
- PortfolioProject
Used in Bus Ticket ArtifactCV Vend Marketplaces OySchibsted Suomi Oy+2
Creates high-fidelity prototypes, UI kits, visual concepts, and design-to-dev handoff artifacts.
Project links
- Bus TicketDesign Lab
- ArtifactProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Mindhive Oy
  UI Designer and Frontend Developer / Thesis Worker · April 2021 to June 2021
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Used in Artifact Car Dashboard Bus Ticket+2CV Creative practice and side projects
Turns project work into readable explanations for developers, designers, and recruiters.
Project links
- ArtifactProject
- Car DashboardDesign Lab
- Bus TicketDesign Lab
- Smiley SpheresDesign Lab
- PortfolioProject
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing

Make visuals

Visual systems, simulations, motion, generative tools, and playful prototypes.

Used in Smiley SpheresCV Creative practice and side projects
Builds browser-based 3D interaction studies and rendered experiments.
Project links
- Smiley SpheresDesign Lab
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in Smiley SpheresCV Creative practice and side projects
Explores WebGL-based experiments and browser-rendered visual work.
Project links
- Smiley SpheresDesign Lab
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
CV Creative practice and side projects
Creates 3D illustrations and model-driven visual explorations.
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
CV Creative practice and side projects
Uses material-authoring tools as part of visual and 3D asset exploration.
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
CV Creative practice and side projects
Uses texture painting workflows for 3D and visual asset work.
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in Smiley Spheres Bus TicketCV Creative practice and side projects
Creates procedural visual assets, generated textures, and component-level drawing systems.
Project links
- Smiley SpheresDesign Lab
- Bus TicketDesign Lab
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in Portfolio Bus Ticket+1CV Creative practice and side projects
Uses animation libraries for product UI motion and concept polish.
Project links
- PortfolioProject
- Bus TicketDesign Lab
Also used in
- artifact
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in Car Dashboard
Adds procedural audio behavior to interactive browser simulations.
Project links
- Car DashboardDesign Lab
Used in Car Dashboard Smiley SpheresCV Creative practice and side projects
Models physics-like systems, dashboards, and stateful visual behavior.
Project links
- Car DashboardDesign Lab
- Smiley SpheresDesign Lab
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in Bus Ticket Smiley SpheresCV Creative practice and side projects
Shares conceptual UI, 3D visuals, and interactive design explorations with a Dribbble audience.
Project links
- Bus TicketDesign Lab
- Smiley SpheresDesign Lab
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing

Ship reliably

Testing, typed models, maintainability, accessibility, and review habits.

CV Dream Broker Oy
Writes JavaScript and React tests for production frontend behavior.
CV roles
Full timeline
- Dream Broker Oy
  Software Engineer · December 2021 to August 2023
CV Vend Marketplaces OySchibsted Suomi Oy
Uses Vitest for fast unit and component-adjacent frontend testing.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
Used in PortfolioCV Vend Marketplaces OySchibsted Suomi Oy
Uses linting as a regular quality gate across JavaScript and TypeScript projects.
Project links
- PortfolioProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
Used in PortfolioCV Vend Marketplaces OySchibsted Suomi Oy
Uses formatting automation to keep project codebases consistent and reviewable.
Project links
- PortfolioProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
Used in ArtifactCV Creative practice and side projects
Uses Biome in Artifact for fast formatting and code-quality checks.
Project links
- ArtifactProject
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in PortfolioCV Vend Marketplaces OySchibsted Suomi Oy
Uses Playwright for browser-level testing, user-facing checks, and interaction verification.
Project links
- PortfolioProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
Used in Bus Ticket Car DashboardCV Vend Marketplaces OySchibsted Suomi Oy
Documents and exercises components in isolated UI states.
Project links
- Bus TicketDesign Lab
- Car DashboardDesign Lab
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025

AI features

Prompting, LLM APIs, embeddings, and AI-assisted product behavior.

Used in PopChoice PortfolioCV Creative practice and side projects
Builds AI-assisted product behavior with model APIs, prompts, embeddings, and application logic.
Project links
- PopChoiceProject
- PortfolioProject
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in PortfolioCV Creative practice and side projects
Uses coding agents as part of an iterative engineering workflow for implementation and review.
Project links
- PortfolioProject
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in Portfolio PopChoiceCV Creative practice and side projects
Uses prompting as part of AI engineering and creative/product exploration.
Project links
- PortfolioProject
- PopChoiceProject
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in PopChoice+2CV Creative practice and side projects
Uses OpenAI APIs in PopChoice, including AI-assisted choice and matching behavior.
Project links
- PopChoiceProject
Also used in
- travel-agent
- PollyGlot
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in PopChoiceCV Creative practice and side projects
Uses vector embeddings in PopChoice for semantic matching and retrieval-style product behavior.
Project links
- PopChoiceProject
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
CV Creative practice and side projects
Explores AI engineering with Gemini APIs.
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing
Used in PortfolioCV Creative practice and side projects
Uses Codex for agentic development workflows, implementation passes, and structured iteration.
Project links
- PortfolioProject
CV roles
Full timeline
- Creative practice and side projects
  Product concepts, UI experiments, 3D, and open-source tools · Ongoing

Operate and collaborate

Collaboration, delivery, design tools, version control, and engineering practice.

CV Vend Marketplaces OySchibsted Suomi Oy
Uses containerized environments for frontend architecture, testing, and CI workflows.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
Used in PortfolioCV Vend Marketplaces OySchibsted Suomi Oy+2
Uses branches, reviewable slices, and clean history to keep changes understandable.
Project links
- PortfolioProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Dream Broker Oy
  Software Engineer · December 2021 to August 2023
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
Used in PortfolioCV Vend Marketplaces OySchibsted Suomi Oy+1
Uses GitHub repositories, pull requests, issues, and Actions for collaborative delivery.
Project links
- PortfolioProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
CV Dream Broker Oy
Worked with GitLab in professional engineering workflows.
CV roles
Full timeline
- Dream Broker Oy
  Software Engineer · December 2021 to August 2023
Used in PortfolioCV Vend Marketplaces OySchibsted Suomi Oy
Owns CI workflows for production frontend applications and repository checks.
Project links
- PortfolioProject
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
CV Vend Marketplaces OySchibsted Suomi Oy+1
Uses Unix and Linux environments in development, delivery, and operational workflows.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
CV Vend Marketplaces OySchibsted Suomi Oy+1
Uses shell scripts for development automation, setup, and delivery tasks.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
- Mindhive Oy
  Software Developer Intern · November 2020 to April 2021
CV Vend Marketplaces OySchibsted Suomi Oy
Uses Unleash and feature-flagged delivery patterns for product iteration.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025
CV Vend Marketplaces OySchibsted Suomi Oy
Uses Amplitude and product feedback loops to understand feature behavior.
CV roles
Full timeline
- Vend Marketplaces Oy
  Frontend Developer · May 2025 to February 2026
- Schibsted Suomi Oy
  Frontend Developer · September 2023 to May 2025

Also worked with

Prisma
Pixi.js
Android
Kotlin
LangChain
Claude Code
GitHub Copilot
Husky
lint-staged
k9s
Jira
ClickUp
Miro

Build interfaces

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Shape products

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Make visuals

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