The Trusted Advisor
Based in Espoo, Finland, I am a Lead Solution Architect with over 20 years of experience navigating the most significant shifts in the technology landscape. My journey with cloud services began in 2010 at British Telecom, where I designed Cloud service based products and deployments in cloud infrastructures.
I possess a good technical foundation in mission-critical BSS/OSS platforms, ranging from Netcracker Billing, Ericsson Products (BSCS, Charging, Catalogue, Order Care, Dynamics) to modern cloud-native stacks Microsoft Azure and AWS. This enables me to solve the "integration puzzle": ensuring that legacy reliability, high-speed connectivity (Private 5G), and intelligent processing (Generative AI) work together to solve real-world industrial challenges.
Technical Expertise
Cloud & Infrastructure
Business Support Systems (COTS)
Intelligence & Architecture
Career Highlights
Architecture Lead
Elisa Digital Transformation (Finland)
Led the modernization of legacy mainframe systems to cloud-based Salesforce, Nokia, and Amdocs stacks. Ensured 99.9% uptime during subscriber migration.
AI Pioneer
Ericsson Finland
Developed high-impact AI initiatives:
• Regulatory Agent: RAG-based bot automating compliance (60% effort reduction).
• Digital Estimator: AI tool improving pre-sales efficiency by 35%.
• Predictive Maintenance: ML-driven (Random Forest/LSTM) network forecasting.
BSS/Cloud Specialist
British Telecom (BT) Era
Designed and implemented cloud-based service deployments during the early 2010s transformation. Integrated high-volume billing solutions (Netcracker/Convergys) into the emerging cloud infrastructure, setting the stage for modular, scalable telecom services.
My Philosophy
I believe technology should be pragmatic and scalable. Whether I am troubleshooting a 20-year-old Netcracker billing engine or architecting a greenfield Agentic AI system, my goal is always to deliver measurable value. I build architectures that respect the reliability of the past while aggressively reaching for the possibilities of 2030.