At NDA, I transferred strategy, management consulting, investment banking, and R&D experience to foundational AI model training. I created real-world business cases, translated them into prompts, and curated data from official sources; corporate and government strategy mapping typically completed by a team of consultants in 2–3 months fit within a typical budget of 1.5 million tokens per task.
At PROXIFY AB, I developed a classification model with 94.7% employee-success prediction accuracy and a salary valuation model that achieved an average 7% discount against asked salaries. Earlier, as a project manager at INTERNATIONAL STRATEGY SOLUTIONS (ISTRATS), I led 44 consulting projects, including a bank merger that delivered €1 million in yearly savings and a lending transformation that cut average file handling time by fourfold.
