

Project scope
Categories
Data analysis Information technology Software development Machine learningSkills
machine learning triage natural language processing (nlp) data analysis artificial intelligence workflow managementzofiQ, Inc is seeking to enhance its existing AI triage bot to improve the classification accuracy of IT tickets. The current system struggles with accurately categorizing company names, boards, ticket types, and subtypes, leading to inefficiencies in ticket resolution. The goal of this project is to refine the AI model to ensure precise classification, thereby streamlining the IT support process. Learners will apply their knowledge of machine learning and natural language processing to analyze the current system, identify areas for improvement, and implement solutions. The project will involve tasks such as data analysis, model training, and testing to achieve a more reliable classification system. By the end of the project, the team will have contributed to a more efficient IT support workflow at zofiQ, Inc.
The deliverables for this project include a detailed report outlining the analysis of the current AI system and proposed improvements. Additionally, the team will deliver an updated AI model with enhanced classification capabilities. A presentation summarizing the project findings and demonstrating the improved system will also be required. The deliverables aim to provide zofiQ, Inc with a refined AI triage bot that improves ticket classification accuracy and efficiency.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
We are one of Canada's fastest growing startup! We primarily build AI tools for Managed Service Providers and IT teams to resolve tickets faster, reduce or eliminate repetitive tasks, and enable them to manage more endpoints more efficiently.