Exploring Advanced AI Capabilities for Project Management

Agrawal, Disha (2024) Exploring Advanced AI Capabilities for Project Management. Masters thesis, Dublin, National College of Ireland.

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Abstract

This report developed ProManage, a virtual project management assistant chatbot by leveraging OpenAI’s GPT-3.5 model to enhance project outcomes via enhanced decision-making, task automation, predictive analytics, and Natural Language Processing. It is smartly designed to process complex project data including timelines, chats, emails, MOM, team deployed, client information, project progress and more. This could assist project managers in optimizing resources, tracking milestones and budget allocation. Implemented as a web-based chatbot, ProManage is user-friendly with NLP at its core functionality. Comprehensive evaluation of the chatbot shows that it has a 96% accuracy and can handle complex queries across a wide range of industries. The report concludes by discussing the implications of AI for Project Management and how it presents a promising future.

Item Type:	Thesis (Masters)
Supervisors:	Name Email Del Rosal, Victor UNSPECIFIED
Uncontrolled Keywords:	Project Management; Natural Language Processing; Chatbot; Contextual Learning; Virtual Assistant
Subjects:	Q Science > QA Mathematics > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science Q Science > QH Natural history > QH301 Biology > Methods of research. Technique. Experimental biology > Data processing. Bioinformatics > Artificial intelligence Q Science > Q Science (General) > Self-organizing systems. Conscious automata > Artificial intelligence P Language and Literature > P Philology. Linguistics > Computational linguistics. Natural language processing H Social Sciences > HD Industries. Land use. Labor > HD28 Management. Industrial Management > Project management
Divisions:	School of Computing > Master of Science in Artificial Intelligence for Business
Depositing User:	Ciara O'Brien
Date Deposited:	20 Jun 2025 11:36
Last Modified:	20 Jun 2025 11:36
URI:	https://norma.ncirl.ie/id/eprint/7977

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