Building trust between
Building trust between
Building trust between
Building trust between
Automation & people
Automation & people
Automation & people
Automation & people
2024
2024
2024
Client: Crewasis
Client: Crewasis
Client: Crewasis
/General Assembly
/General Assembly
/General Assembly
Problem
Problem
Problem
Crewasis, a data science startup, relied heavily on email for their work, making their processes complicated and time-consuming. They needed an easy-to-use online platform to simplify their workflow, save time, and be welcoming to users unfamiliar with data science.
Crewasis, a data science startup, relied heavily on email for their work, making their processes complicated and time-consuming. They needed an easy-to-use online platform to simplify their workflow, save time, and be welcoming to users unfamiliar with data science.
Crewasis, a data science startup, relied heavily on email for their work, making their processes complicated and time-consuming. They needed an easy-to-use online platform to simplify their workflow, save time, and be welcoming to users unfamiliar with data science.
Crewasis, a data science startup, relied heavily on email for their work, making their processes complicated and time-consuming. They needed an easy-to-use online platform to simplify their workflow, save time, and be welcoming to users unfamiliar with data science.
GOAL
GOAL
GOAL
The biggest challenge was building this portal from scratch while making sure it kept a good balance between helpful automation and the personal touch their clients valued.
The biggest challenge was building this portal from scratch while making sure it kept a good balance between helpful automation and the personal touch their clients valued.
The biggest challenge was building this portal from scratch while making sure it kept a good balance between helpful automation and the personal touch their clients valued.
The biggest challenge was building this portal from scratch while making sure it kept a good balance between helpful automation and the personal touch their clients valued.
How might we make a simple platform that helps people trust automation, understand data science, and still feel personal and human?
How might we make a simple platform that helps people trust automation, understand data science, and still feel personal and human?
How might we make a simple platform that helps people trust automation, understand data science, and still feel personal and human?
WHAT I DID
WHAT I DID
WHAT I DID
As the Motion Designer on this project, my role was to create interactive instructional visuals that guided users on how to navigate and interact with the space effectively.
To attract attention and enhance the user experience, I developed dynamic motion design elements that were both visually engaging and highly legible, even from a distance. This required careful consideration of scale, visibility, and the unique conditions of each store location.
As the Motion Designer on this project, my role was to create interactive instructional visuals that guided users on how to navigate and interact with the space effectively.
To attract attention and enhance the user experience, I developed dynamic motion design elements that were both visually engaging and highly legible, even from a distance. This required careful consideration of scale, visibility, and the unique conditions of each store location.
As the Motion Designer on this project, my role was to create interactive instructional visuals that guided users on how to navigate and interact with the space effectively.
To attract attention and enhance the user experience, I developed dynamic motion design elements that were both visually engaging and highly legible, even from a distance. This required careful consideration of scale, visibility, and the unique conditions of each store location.
As the Motion Designer on this project, my role was to create interactive instructional visuals that guided users on how to navigate and interact with the space effectively.
To attract attention and enhance the user experience, I developed dynamic motion design elements that were both visually engaging and highly legible, even from a distance. This required careful consideration of scale, visibility, and the unique conditions of each store location.



Research and Strategy
Research and Strategy
Conducted user interviews with 9 executives and managers to uncover pain points and needs. Analyzed competitors, identifying gaps and opportunities in design and user experience. Created personas and mapped user journeys to guide design decisions.
Incorporated animated transitions and parallax scrolling to create an immersive timeline visualization of 30 years’ worth of performances. Organized content to help users discover performances by genre, delve deeper into content features, and easily browse through the chronological archive.
Conducted user interviews with 9 executives and managers to uncover pain points and needs. Analyzed competitors, identifying gaps and opportunities in design and user experience. Created personas and mapped user journeys to guide design decisions.
Conducted user interviews with 9 executives and managers to uncover pain points and needs. Analyzed competitors, identifying gaps and opportunities in design and user experience. Created personas and mapped user journeys to guide design decisions.



Design Leadership
Design Leadership
Facilitated a Design Studio, encouraging collaboration and creative problem-solving among stakeholders. Developed low-fidelity sketches, progressing to mid- and high-fidelity wireframes. Defined the user flow and "happy path" to streamline navigation and task completion.
Organized content to help users discover performances by genre, delve deeper into content features, and easily browse through the chronological archive. dynamic timeline controls that made browsing intuitive and engaging.
Facilitated a Design Studio, encouraging collaboration and creative problem-solving among stakeholders. Developed low-fidelity sketches, progressing to mid- and high-fidelity wireframes. Defined the user flow and "happy path" to streamline navigation and task completion.
Facilitated a Design Studio, encouraging collaboration and creative problem-solving among stakeholders. Developed low-fidelity sketches, progressing to mid- and high-fidelity wireframes. Defined the user flow and "happy path" to streamline navigation and task completion.
Prototyping and Testing
Prototyping and Testing
Built the Hi-fi prototype, integrating the style guide and atomic design components. Conducted usability testing with 7 participants, iterating designs to resolve navigation and consistency issues. Collaborated with developers to ensure designs were feasible and aligned with technical requirements.
Explored navigational patterns, including an interactive bento box grid for articles and crafted a thematic narrative that allowed users to ‘travel’ through The Esplanade’s history.
Built the Hi-fi prototype, integrating the style guide and atomic design components. Conducted usability testing with 7 participants, iterating designs to resolve navigation and consistency issues. Collaborated with developers to ensure designs were feasible and aligned with technical requirements.
Built the Hi-fi prototype, integrating the style guide and atomic design components. Conducted usability testing with 7 participants, iterating designs to resolve navigation and consistency issues. Collaborated with developers to ensure designs were feasible and aligned with technical requirements.
Rebranding and Presentation
Rebranding and Presentation
Crafted the design portion of the client presentation, clearly articulating our process, insights, and solutions. Contributed to the development of a new brand identity, including the mood board, style guide, and visual language.
Crafted the design portion of the client presentation, clearly articulating our process, insights, and solutions. Contributed to the development of a new brand identity, including the mood board, style guide, and visual language.
Crafted the design portion of the client presentation, clearly articulating our process, insights, and solutions. Contributed to the development of a new brand identity, including the mood board, style guide, and visual language.
Crafted the design portion of the client presentation, clearly articulating our process, insights, and solutions. Contributed to the development of a new brand identity, including the mood board, style guide, and visual language.
What I Could Do Better
More Diverse User Testing
More Diverse User Testing
More Diverse User Testing
Most usability tests focused on experienced decision-makers, but including less tech-savvy users might have revealed additional challenges and opportunities for improvement.
Most usability tests focused on experienced decision-makers, but including less tech-savvy users might have revealed additional challenges and opportunities for improvement.
Most usability tests focused on experienced decision-makers, but including less tech-savvy users might have revealed additional challenges and opportunities for improvement.
Most usability tests focused on experienced decision-makers, but including less tech-savvy users might have revealed additional challenges and opportunities for improvement.
Time Management
Time Management
Time Management
Some stages, like creating the style guide, took longer than anticipated, which limited time for fine-tuning the final designs.
Some stages, like creating the style guide, took longer than anticipated, which limited time for fine-tuning the final designs.
Some stages, like creating the style guide, took longer than anticipated, which limited time for fine-tuning the final designs.
Some stages, like creating the style guide, took longer than anticipated, which limited time for fine-tuning the final designs.
Mobile Design Exploration
Mobile Design Exploration
Mobile Design Exploration
While desktop functionality was prioritized, dedicating more effort to mobile usability could have prepared Crewasis for broader accessibility in the future.
While desktop functionality was prioritized, dedicating more effort to mobile usability could have prepared Crewasis for broader accessibility in the future.
While desktop functionality was prioritized, dedicating more effort to mobile usability could have prepared Crewasis for broader accessibility in the future.
While desktop functionality was prioritized, dedicating more effort to mobile usability could have prepared Crewasis for broader accessibility in the future.
Enhanced Collaboration Tools
Enhanced Collaboration Tools
Enhanced Collaboration Tools
While the team worked well together, implementing more collaborative tools early in the process might have improved communication and idea-sharing.
While the team worked well together, implementing more collaborative tools early in the process might have improved communication and idea-sharing.
While the team worked well together, implementing more collaborative tools early in the process might have improved communication and idea-sharing.
While the team worked well together, implementing more collaborative tools early in the process might have improved communication and idea-sharing.
Clearer Scope Definition
Clearer Scope Definition
Clearer Scope Definition
Early on, there was some ambiguity around the full extent of automation expected in the MVP. A more detailed scope could have helped streamline development and avoid scope creep.o ensure the navigation patterns and visual storytelling resonate with all visitors.
Early on, there was some ambiguity around the full extent of automation expected in the MVP. A more detailed scope could have helped streamline development and avoid scope creep.o ensure the navigation patterns and visual storytelling resonate with all visitors.
Early on, there was some ambiguity around the full extent of automation expected in the MVP. A more detailed scope could have helped streamline development and avoid scope creep.o ensure the navigation patterns and visual storytelling resonate with all visitors.
Early on, there was some ambiguity around the full extent of automation expected in the MVP. A more detailed scope could have helped streamline development and avoid scope creep.o ensure the navigation patterns and visual storytelling resonate with all visitors.
Impact
Impact
Impact
The platform is currently in development but already shows promising results from early testing. Users reported feeling 65% more comfortable using it independently, even those unfamiliar with data science. Tests also suggest it could save about 30% of the time usually needed to complete projects.
Data scientists at Crewasis appreciate how easy the platform makes presenting their work to clients.
The platform is currently in development but already shows promising results from early testing. Users reported feeling 65% more comfortable using it independently, even those unfamiliar with data science. Tests also suggest it could save about 30% of the time usually needed to complete projects.
Data scientists at Crewasis appreciate how easy the platform makes presenting their work to clients.
The platform is currently in development but already shows promising results from early testing. Users reported feeling 65% more comfortable using it independently, even those unfamiliar with data science. Tests also suggest it could save about 30% of the time usually needed to complete projects.
Data scientists at Crewasis appreciate how easy the platform makes presenting their work to clients.
The platform is currently in development but already shows promising results from early testing. Users reported feeling 65% more comfortable using it independently, even those unfamiliar with data science. Tests also suggest it could save about 30% of the time usually needed to complete projects.
Data scientists at Crewasis appreciate how easy the platform makes presenting their work to clients.
One team member shared:
One team member shared:
One team member shared:
One team member shared:
"This platform makes it much easier to show our clients how helpful data science can be. It's easy to use and makes out presentations look great."
"This platform makes it much easier to show our clients how helpful data science can be. It's easy to use and makes out presentations look great."
"This platform makes it much easier to show our clients how helpful data science can be. It's easy to use and makes out presentations look great."
Overall, these early results show that Crewasis is on track to becoming a friendly and helpful partner in data science.
Overall, these early results show that Crewasis is on track to becoming a friendly and helpful partner in data science.
Overall, these early results show that Crewasis is on track to becoming a friendly and helpful partner in data science.
Overall, these early results show that Crewasis is on track to becoming a friendly and helpful partner in data science.