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MIT 15.090 course project, 2026

PortIA: Language Models for Portfolio Optimization

Julia Kim, Lindsay Carlin, Jacob Dentes, Salvador Dzimah

AI for FinanceOptimizationLanguage Models

Overview

PortIA translates natural-language investment preferences into portfolio constraints, then uses mathematical optimization to construct portfolios. The project combines language models, market data, and sparse portfolio selection.

ⓘFinancial-data animation by Chandresh Uike / Pexels. Illustrative market imagery, not PortIA output.