20+ years of expertise in transportation engineering, AI, product design, and hands-on software development.
Developed algorithms and platforms at Aalto University, culminating in a thesis on Microscopic Simulators for Personal Rapid Transit Systems. Expertise in soft computing and AI traffic control for live environments and has designed deployments in Finland, Sweden, Ireland, and the US.
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