Helping technology and business leaders navigate AI, machine learning and telecom networks — without hype, with common sense.
LLM agents, prediction models, and data-driven decision tools that deliver measurable business value.
Deep expertise spanning 2G through 5G networks, with 25+ years of experience in radio networks and probe data analysis.
Strategy sparring and independent second opinions for C-level decision-makers in technology and telecom.
AI-driven video quality optimization reducing network congestion while maintaining user experience.
Machine learning models for telecom energy optimization, reducing operational costs significantly.
Data-driven decision support tools for clinical environments, improving accuracy and efficiency.
I combine deep technical expertise in telecommunications and AI with practical business understanding. My approach is rooted in common sense — maalaisjärki — focusing on solutions that actually work.
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