Universities | AI-Powered Resume Platform Design and Development

JobMaster is a comprehensive career development platform leveraging Large Language Models (LLMs) to optimize software engineering resumes and streamline the job application process. The system was designed to help university graduates kickstart their careers. The software system employs sophisticated natural language processing to analyze professional experiences, perform gap analysis, and generate ATS-optimized resumes.

The primary objectives of the JobMaster project were to:

Develop a comprehensive career development platform that utilizes Large Language Models (LLMs) to optimize software engineering resumes

Streamline the job application process, making it more efficient and effective for students

Provide a user-friendly interface that caters to the needs of students, helping them improve their job prospects

The project involved a multi-stage approach:

Designing the Project: I began by designing the overall architecture of the platform, taking into account the requirements and goals of the project.

User Experience (UX) Design: I focused on creating an intuitive and user-friendly interface that would simplify the job application process for students. A key feature of the platform is its intelligent conversation flow, which guides users through experience documentation while maintaining context awareness.

Development: I developed the platform using a combination of technologies, including:

The platform's architecture is designed with modularity and extensibility in mind, allowing for continuous improvement of the AI models and easy integration of additional career development features. The combination of Next.js frontend and Flask backend provides a robust foundation for handling complex document processing and AI operations while maintaining a responsive user experience.

The JobMaster platform has achieved remarkable success, with:

Rapid Adoption: 200+ active users within 6 weeks of deployment

Scalability: Successfully deployed across multiple Hong Kong universities, demonstrating concurrent user support

Quality Outputs: Implemented extensive prompt engineering to ensure consistent, high-quality outputs

Impact: Hundreds of students have benefited from the platform, securing positions in top companies By leveraging my expertise, universities can provide their students with a cutting-edge career development platform, empowering them to succeed in the competitive job market.