Sofia Lindqvist

Independent editorial contributor covering investment strategy and financial modeling for VUGA Network publications.

Sofia Lindqvist builds models for a living and is unusually honest about how often they are wrong. She covers portfolio construction and rebalancing, model validation design, payment fraud methods and where liability lands, media formats assessed by cost and lifespan, and wages, hours and bargaining across employment sectors.