Health services · validated MVP
EvryGym
A health-services provider network with subscriptions, payments and profile management. Built with co-founders; the product worked, but the business was discontinued.
02 · Work made tangible
Things that left the slide deck.
Products I have built end to end, followed by selected product and technology work led with teams over 26 years.
Products and experiments
Enterprise AI · customer pilot
AI Ship Systems Design
A document-analysis SaaS built around nearly 18,000 pages of maritime classification rules. OCR, chapter-aware parsing, hybrid retrieval and cited answers turn complex analysis from days into hours.
Proof: configurable templates, multi-tenant foundation and a commercial shipyard pilot.
Industrial IoT safety · production pilot
Tap'n Go
RFID access control for industrial machinery. It restricts use to trained workers and provides live personnel, contractor and safety-authority reporting.
Proof: used in production at a Finnish shipyard for two years.
Smart energy · working home system
Price-aware energy control
A controller that reads real-time electricity prices and moves selected consumption away from expensive hours.
Computer vision · field experiment
Automated gate access
A Raspberry Pi and OCR pipeline that recognises licence plates and opens the front gate for known vehicles.
Indoor positioning · public service
Library shelf guidance
Indoor navigation that guided City of Espoo library visitors from a search result to the right shelf location.
Home automation · hobby build
Cozify Android widget
A one-tap home-screen widget for triggering smart-home scenes and devices through the Cozify API.
Enterprise service launch
Enterprise cloud gaming · IPTV launch
Cloud gaming for Orange and SFR
As technical project manager at G-cluster, I led the launches of cloud gaming IPTV services for Orange and SFR, two of France's largest telecom operators.
The deployments spanned hundreds of servers and supported services with hundreds of thousands of monthly paying customers. The work joined large distributed systems, IPTV integration, commercial operations, enterprise reliability and security.
Both operator services remain available today.
Product and technology work led with teams
Legacy devices to cloud SaaS
Technical product ownership, programme leadership and coaching for a healthcare-technology platform renewal across Finland, Sweden and the UK.
- Architectural shift from on-premise hardware to recurring-revenue SaaS
- Safe AI-assisted development across product, engineering and QA
Mission-critical public IT
Product ownership and strategy for a major modernisation programme in a compliance-heavy, high-trust Finnish government environment.
- Product vision and prioritisation across engineering, legal and vendors
- Improved momentum and morale through practical agile structures
Cloud gaming through two acquisitions
Product strategy, engineering and organisational design for a 35-person Finnish subsidiary serving European telcos.
- Customer satisfaction moved from poor to excellent
- Monthly iterative delivery continued with Orange and SFR
Smart-home product and platform
CTO responsibility for product and engineering strategy in an IoT SaaS startup, including hands-on platform work.
- Python event-streaming platform on AWS with Terraform
- Information-security policy and processes built in early
Beta technology to market
Product direction for a novel indoor-positioning platform as it moved from beta to launch and passed one million monthly users.
- Vision and phased roadmap with board-level reporting
- Customer discovery and outcome-based prioritisation
Europe's first cloud gaming service
Fourteen years from software engineering to product development and international deployments for major telcos.
- RFP, architecture, pilot and commercial launch
- Monthly releases replaced waterfall in customer programmes