Things I’m working on and interested in:

• Agentic AI for forecasting. Master’s thesis at the Department of Mathematical Statistics, Lund University, investigating whether LLM systems can meaningfully reason over natural language event context to produce calibrated adjustments to time series forecasts. Written with David Perntoft in collaboration with Predli. popular science summary and full thesis (preprint).
• Claimy. A project I am building in spring 2026. Read more.
• Puppydays. A hobby project on early puppyhood, launched in spring 2026. puppydays.se.

Experience

• Predli, master’s thesis collaborator (autumn 2025 to spring 2026).
• McKinsey & Company, business analyst intern (autumn 2025).
• SEB (one of the largest banks in the Nordics), intern.
• Accenture, intern.
• Stegra (a scaleup disrupting the steel industry), intern.

Other experience

• Exchange student in France during high school, 2017 to 2018, learning to speak French fluently.
• Exchange student in Vancouver, Canada, spring 2025.
• Cofounder and CEO of a Junior Achievement student company (UF) in Stockholm, Sweden, helping newly arrived refugees integrate into Swedish schools. Awarded by the Stockholm Chamber of Commerce for great social impact in 2020 and recognized for economic and social sustainability.

Elsewhere

[astridatle] on GitHub; [astrid-atle] on LinkedIn.