Xubix
Xubix
Revolutionizing Data Science Spaces
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Project Overview
Project Overview
The problem | The Goal | My Role | Responsibilities
The problem | The Goal | My Role | Responsibilities
Xubix is a cutting-edge app designed to seamlessly integrate crucial aspects of data science workflows, including Instance Space, Data Space, Insight Space, Solution Space, Model Space, and Domain Space. Aimed at data scientists, analysts, and professionals in related fields, Xubix offers a unified platform to streamline processes, enhance collaboration, and drive innovation in data-driven projects.
Duration: Jan 2020 - Mar 2020 (1 month)
The problem:
The problem:
Data science projects often suffer from fragmentation across different stages of development, leading to inefficiencies, communication gaps, and barriers to innovation.
The Goal
The Goal
To create a holistic platform that unifies essential data science workflows, facilitating a more integrated, efficient, and collaborative approach to data-driven projects.
My Role:
My Role:
User Research and UI Designer for Instance Space
Responsibilities:
Responsibilities:
Conducting in-depth user research to identify the unique needs and challenges faced by data science professionals.
Developing personas and user journey maps to guide the design process.
Creating high-fidelity prototypes to visualize the app's UI for the Instance space
Understanding the user
Understanding the user
User Research: Summary | User Research: Pain Points | Personas | Problem Statements | User Journey
User Research: Summary | User Research: Pain Points | Personas | Problem Statements | User Journey
User research: summary
User research: summary
Our user research involved engaging with over 10 data science professionals through surveys, interviews, and participatory design sessions. Initially, we assumed that the primary challenge was the technical complexity of data science workflows. However, our research unveiled that the lack of integrated tools for collaboration and insight sharing was a more significant obstacle, prompting us to prioritize features that enhance team collaboration and project visibility.
User research: Pain points
User research: Pain points
Fragmentation of tools across different stages of data science projects.
Difficulties in sharing insights and collaborating in real-time.
Inadequate platforms for integrating domain-specific knowledge into data models.
Lack of accessible interfaces for professionals with varying levels of expertise and disabilities.
Personas
Personas
Problem Statement
Problem Statement
Jordan, a data scientist, needs a comprehensive tool that facilitates seamless collaboration and integration across all stages of data projects because disjointed tools and workflows hamper efficiency and innovation.
User Journey Map 1 - Alex
User Journey Map 1 - Alex
User Journey Map 2 - Jordan
User Journey Map 2 - Jordan
The design outputs
The design outputs
Low-fi Wireframes | High-fi Wireframes
Low-fi Wireframes | High-fi Wireframes
Low-fi Wireframes
Low-fi Wireframes
High-fi Wireframes
High-fi Wireframes
High-Fi Wireframes
Going Forward
Going Forward
Take Aways | Next Steps
Take Aways | Next Steps
Take Aways
Take Aways
Impact
"Xubix has transformed how we approach data science projects, making collaboration and integration effortless," shared Jordan, reflecting the positive reception from the data science community.
What I Learned
The importance of deeply understanding user needs in specialized fields like data science and the critical role of seamless integration and accessibility in designing tools for such domains.
Next Steps
Next Steps
Expand Integrations: Integrate with more external data sources and tools to enhance the app's utility.
Enhance Real-time Collaboration Features: Develop more advanced features for live collaboration and communication among team members.
Continuous Accessibility Improvements: Regularly update the app's accessibility features based on user feedback and advances in accessibility standards.
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