now

founding data & ai engineer at clock&cloud. built the entire ai stack from scratch — conversational intelligence, automated briefings, scenario analysis, 30+ mcp integrations. sole engineer on everything ai-facing.

before

data science and ai consulting across manufacturing, real estate, and construction. enterprise agent systems and classical ml at norrin. industrial ml and time series work at metsä group. software engineering at creo center.

education

aalto university — mechanical engineering bsc, then ml & data science for the masters. withdrew because building things was more interesting than studying them.

otherwise

founded sola technologies on the side for ai products. reinforcement learning, prediction markets, and automating video games like i did as a teenager.