HR + ML Tool

Client: Internal HR Department Project Goal: Improve candidate selection for project-based roles using a Machine Learning-powered tool.

I led the UX/UI design for a Machine Learning-powered HR tool aimed at streamlining candidate selection processes. The solution analyzes resumes and generates skill-based recommendations, simplifying the decision-making process for project managers and talent specialists.

Discovery Process: Collaborated with data scientists and HR specialists to understand project needs and complex ML outputs.

UX/UI Design: Designed the entire user interface, balancing complex data visualizations with a clear and intuitive experience.

Prototyping & Testing: Created wireframes that evolved into high-fidelity mockups and interactive prototypes, tested extensively with HR end-users.

Resume Analysis: The tool analyzes candidate resumes and compares them against project requirements.

AI-Powered Recommendations: Provides skill-based candidate suggestions for faster decision-making.

Interactive Prototypes: Developed a fully interactive design validated through usability testing.

The tool empowered PMs and HR professionals to make confident, data-driven hiring decisions, significantly improving the efficiency of the candidate selection process.