Advancing portfolio management with AI

dc.contributorAalto Universityen
dc.contributorAalto-yliopistofi
dc.contributor.advisorAsplund, Staffan
dc.contributor.authorGöcsei, Gergő
dc.contributor.departmentJohtamisen laitosfi
dc.contributor.schoolKauppakorkeakoulufi
dc.contributor.schoolSchool of Businessen
dc.contributor.supervisorSchildt, Henri
dc.date.accessioned2025-01-19T17:17:37Z
dc.date.available2025-01-19T17:17:37Z
dc.date.issued2024
dc.description.abstractThis thesis explores the development of an AI-powered portfolio management tool utilizing ChatGPT. The research adopts a case study approach, following the principles of Design Science Research (DSR) methodology, to address the challenges faced in managing diverse financial assets. The study includes a comprehensive literature review on the intersection of artificial intelligence and financial portfolio management, emphasizing recent advancements in machine learning and language models. Based on the findings, a tailored tool was developed to automate data integration, performance tracking, and decision-making support. The results demonstrate that AI-based solutions can enhance the efficiency and accuracy of portfolio management processes, providing actionable insights and reducing manual workload. The thesis concludes with recommendations for integrating AI into financial workflows and considerations for future enhancements.en
dc.format.extent71+8
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/133132
dc.identifier.urnURN:NBN:fi:aalto-202501191424
dc.language.isoenen
dc.locationP1 Ifi
dc.programmeStrategic Management in a Changing Worlden
dc.subject.keywordartificial intelligenceen
dc.subject.keywordportfolio managementen
dc.subject.keyworddesign science researchen
dc.subject.keywordChatGPTen
dc.titleAdvancing portfolio management with AIen
dc.typeG2 Pro gradu, diplomityöfi
dc.type.ontasotMaster's thesisen
dc.type.ontasotMaisterin opinnäytefi
local.aalto.electroniconlyyes
local.aalto.openaccessno

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