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Starting point
The client’s legacy application had grown over years without a unified design approach. Though rich in features, it lacked clear guidance, consistent visuals, and a cohesive structure. Doctors often struggled to move from image analysis to report creation, and the interface felt cluttered and steeped in jargon. The client wanted a fresh interface that did justice to their AI technology and supported complex medical workflows.
Challenges & Opportunities
Reworking a mission‑critical medical application on a tight budget and timeline was a big challenge. We couldn’t run full user research, so we leaned on expert reviews and industry best practices. At the same time, the client continued developing new features in parallel, so our designs had to stay flexible. The medical content itself is highly complex, demanding extremely precise user guidance. Yet these constraints also gave us a chance to prove how expert-driven UX can transform even the most technical applications into intuitive, future-proof solutions.
My Approach
As the sole UX/UI designer on the project, I was responsible for the complete redesign – from analysis to final design system. I worked closely with the client and development team to ensure every step was aligned with technical feasibility and medical accuracy.
Solution & Outcome
The result is a streamlined, web-based software with an intuitive user experience and a strong visual identity. The modular system supports ongoing feature development and allows the product to grow without losing clarity or coherence. Key workflows are now easier to navigate, and the design reflects the high standard of the underlying AI technology.
The design system not only increased consistency but also significantly improved the communication between design and development – saving time and reducing misinterpretation during implementation.
Reflection & Learnings
Working without formal user research taught me the strength of expert reviews and best‑practice frameworks. Balancing ongoing feature development with a full UI overhaul deepened my skills in iterative design and stakeholder management. Most rewarding was seeing a highly technical product become more approachable and efficient – proof that thoughtful UX can drive real impact in critical tools.
This case study has been anonymized to respect confidentiality agreements.
I’d be happy to walk you through the final product in a personal demo.
← Back

Starting point
The client’s legacy application had grown over years without a unified design approach. Though rich in features, it lacked clear guidance, consistent visuals, and a cohesive structure. Doctors often struggled to move from image analysis to report creation, and the interface felt cluttered and steeped in jargon. The client wanted a fresh interface that did justice to their AI technology and supported complex medical workflows.
Challenges & Opportunities
Reworking a mission‑critical medical application on a tight budget and timeline was a big challenge. We couldn’t run full user research, so we leaned on expert reviews and industry best practices. At the same time, the client continued developing new features in parallel, so our designs had to stay flexible. The medical content itself is highly complex, demanding extremely precise user guidance. Yet these constraints also gave us a chance to prove how expert-driven UX can transform even the most technical applications into intuitive, future-proof solutions.
My Approach
As the sole UX/UI designer on the project, I was responsible for the complete redesign – from analysis to final design system. I worked closely with the client and development team to ensure every step was aligned with technical feasibility and medical accuracy.
Solution & Outcome
The result is a streamlined, web-based software with an intuitive user experience and a strong visual identity. The modular system supports ongoing feature development and allows the product to grow without losing clarity or coherence. Key workflows are now easier to navigate, and the design reflects the high standard of the underlying AI technology.
The design system not only increased consistency but also significantly improved the communication between design and development – saving time and reducing misinterpretation during implementation.
Reflection & Learnings
Working without formal user research taught me the strength of expert reviews and best‑practice frameworks. Balancing ongoing feature development with a full UI overhaul deepened my skills in iterative design and stakeholder management. Most rewarding was seeing a highly technical product become more approachable and efficient – proof that thoughtful UX can drive real impact in critical tools.
This case study has been anonymized to respect confidentiality agreements.
I’d be happy to walk you through the final product in a personal demo.
← Back

Starting point
The client’s legacy application had grown over years without a unified design approach. Though rich in features, it lacked clear guidance, consistent visuals, and a cohesive structure. Doctors often struggled to move from image analysis to report creation, and the interface felt cluttered and steeped in jargon. The client wanted a fresh interface that did justice to their AI technology and supported complex medical workflows.
Challenges & Opportunities
Reworking a mission‑critical medical application on a tight budget and timeline was a big challenge. We couldn’t run full user research, so we leaned on expert reviews and industry best practices. At the same time, the client continued developing new features in parallel, so our designs had to stay flexible. The medical content itself is highly complex, demanding extremely precise user guidance. Yet these constraints also gave us a chance to prove how expert-driven UX can transform even the most technical applications into intuitive, future-proof solutions.
My Approach
As the sole UX/UI designer on the project, I was responsible for the complete redesign – from analysis to final design system. I worked closely with the client and development team to ensure every step was aligned with technical feasibility and medical accuracy.
Solution & Outcome
The result is a streamlined, web-based software with an intuitive user experience and a strong visual identity. The modular system supports ongoing feature development and allows the product to grow without losing clarity or coherence. Key workflows are now easier to navigate, and the design reflects the high standard of the underlying AI technology.
The design system not only increased consistency but also significantly improved the communication between design and development – saving time and reducing misinterpretation during implementation.
Reflection & Learnings
Working without formal user research taught me the strength of expert reviews and best‑practice frameworks. Balancing ongoing feature development with a full UI overhaul deepened my skills in iterative design and stakeholder management. Most rewarding was seeing a highly technical product become more approachable and efficient – proof that thoughtful UX can drive real impact in critical tools.
This case study has been anonymized to respect confidentiality agreements.
I’d be happy to walk you through the final product in a personal demo.
← Back

Starting point
The client’s legacy application had grown over years without a unified design approach. Though rich in features, it lacked clear guidance, consistent visuals, and a cohesive structure. Doctors often struggled to move from image analysis to report creation, and the interface felt cluttered and steeped in jargon. The client wanted a fresh interface that did justice to their AI technology and supported complex medical workflows.
Challenges & Opportunities
Reworking a mission‑critical medical application on a tight budget and timeline was a big challenge. We couldn’t run full user research, so we leaned on expert reviews and industry best practices. At the same time, the client continued developing new features in parallel, so our designs had to stay flexible. The medical content itself is highly complex, demanding extremely precise user guidance. Yet these constraints also gave us a chance to prove how expert-driven UX can transform even the most technical applications into intuitive, future-proof solutions.
My Approach
As the sole UX/UI designer on the project, I was responsible for the complete redesign – from analysis to final design system. I worked closely with the client and development team to ensure every step was aligned with technical feasibility and medical accuracy.
Solution & Outcome
The result is a streamlined, web-based software with an intuitive user experience and a strong visual identity. The modular system supports ongoing feature development and allows the product to grow without losing clarity or coherence. Key workflows are now easier to navigate, and the design reflects the high standard of the underlying AI technology.
The design system not only increased consistency but also significantly improved the communication between design and development – saving time and reducing misinterpretation during implementation.
Reflection & Learnings
Working without formal user research taught me the strength of expert reviews and best‑practice frameworks. Balancing ongoing feature development with a full UI overhaul deepened my skills in iterative design and stakeholder management. Most rewarding was seeing a highly technical product become more approachable and efficient – proof that thoughtful UX can drive real impact in critical tools.
This case study has been anonymized to respect confidentiality agreements.
I’d be happy to walk you through the final product in a personal demo.