HR + ML Tool

Miranda Logioia

0

UX Researcher

UX Designer

UI Designer

Figma

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

Overview

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.

🪄 Key Contributions:

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.

💎 Tool Features:

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.

💡 Outcome

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

Mockups

Like this project
0

Posted Jan 9, 2025

Designed a Machine Learning-powered HR tool that analyzes resumes, recommends candidates, and simplifies role selection for PMs and talent teams.

Likes

0

Views

11

Tags

UX Researcher

UX Designer

UI Designer

Figma

VP Dashboard
VP Dashboard
Machine Learning Tool
Machine Learning Tool
Supply Chain Dashboard Powered by Gen AI
Supply Chain Dashboard Powered by Gen AI
Contracting Summary
AI Dashboard
Contracting Summary AI Dashboard