Operations
Fizza On Wheels
Event logistics, staffing, outreach, and production flow for a mobile pizza concept.
Live operations builder
Personal portfolio
built around practical systems.
I build technical systems for real-world operations.
I build and improve the tools, support flows, automations, and field operations that keep fast-moving kiosk networks running with less manual work.
Personal portfoliobuilt around practical systems.
Selected Projects
Focused case studies around support systems, automation, and operational execution.
AI support
Tech Support Bot
A support assistant that helps franchisee partners solve technical issues faster.
Internal tools
Ticketing Software
A modern support workflow for collecting, routing, and resolving partner requests.
Automation
Filling Planner Automation
A weekly automated scraper that builds sales history and forecasts filling needs.
Billing automation
Monthly Billing Scraper
An automated workflow that extracts billing data, processes it, and prepares monthly invoicing.
Company growth
Fizza Network
Operational work supporting a fresh pizza vending machine network across Finland and Norway.
50+
Fizza locations supported through operations, field coordination, and technical problem solving.
Capability
Operations
Turning daily field work, logistics, and support pressure into clearer routines that teams can actually follow.
Field execution
Team coordination
Delivery planning
Capability
Automation
Building small but useful systems that remove repeat work, collect better data, and make planning faster.
Scrapers
Reporting flows
Planning tools
Capability
Technical Support
Creating support structures that help people solve issues faster while keeping useful knowledge in the system.
AI Agents
Ticketing
Knowledge flows
Toolbox
Technical Stack
The practical tools and building blocks I use for websites, automations, integrations, and support systems.
HTML + CSS
JavaScript
TypeScript
WordPress
Servers
APIs
Scraping
Workflow Automation
n8n
AI Integration