Jonas has spent a decade turning machine-learning demos into systems that survive contact with real users. As a partner at Northpeak Studio he advises a portfolio of AI companies on evaluation, data contracts and sane release engineering.

He previously led platform teams through three generations of ML infrastructure and still reviews eval dashboards the way chefs taste sauces — daily, and with opinions.