AI/ML UX Design Services

Pro

Akis Apostoliadis

Starting at

/hr

About this service

Summary

I specialize in designing intuitive, human-centered experiences for AI and ML-powered products. My services focus on bridging complex AI capabilities with user-friendly interfaces, ensuring your technology is accessible, trustworthy, and impactful.

From defining user workflows and ethical design considerations to crafting explainable AI interfaces, I deliver solutions that balance innovation and usability. Let’s create experiences where users can confidently interact with intelligent systems, unlocking their full potential.

FAQs

Who benefits from my services?
My services are ideal for organizations building AI/ML-powered tools or platforms, such as data analytics software, predictive systems, or conversational AI interfaces, and aiming to improve usability and adoption.
What industries do I specialize in?
I’ve worked with clients across technology, healthcare, supply chain, finance, and consumer products, tailoring solutions to diverse user needs.
What does explainable AI (XAI) mean, and why is it important?
Explainable AI ensures users can understand and trust AI/ML decisions by making outputs transparent and interpretable. This builds user confidence and mitigates risks associated with opaque decision-making.
How do I ensure ethical design in AI/ML products?
I follow a structured process to identify and mitigate biases, prioritize transparency, and establish clear user controls. Ethical design principles are integrated into every phase of the project.
What tools do I use for design?
I use FigJam for Discovery Sessions, Figma for design,alongside various prototyping and testing platforms.
What’s my process for usability testing?
I conduct usability tests with real users, focusing on how they interact with AI features, interpret outputs, and handle tasks. Feedback is analyzed to refine the experience and ensure seamless usability.
Do I provide post-launch support?
Yes, I offer post-launch support to address user feedback, optimize designs, and ensure the interface evolves with user needs.
Can I work with an existing development team?
Absolutely! I collaborate closely with development teams to ensure smooth implementation and fidelity to the design vision.
How do I get started?
Schedule an initial consultation where we’ll discuss your project goals and scope. From there, I’ll provide a detailed proposal tailored to your needs.

What's included

Discovery and Research
- User research to understand audience needs, behaviors, and expectations. - AI/ML capability mapping to align features with user goals. - Deliverables: Research report, personas, and journey maps.
Ethical AI/ML Design Framework
- Identify biases, transparency requirements, and ethical considerations. - Define guidelines for explainability, user control, and feedback loops. - Deliverables: Ethical design principles document.
User Workflow Design
- Map end-to-end workflows for interacting with AI/ML systems. - Define interaction models, inputs, and outputs aligned with user tasks. - Deliverables: User flow diagrams and process maps.
Wireframes and Prototypes
- Low-fidelity wireframes to conceptualize layouts and interactions. - High-fidelity interactive prototypes to validate designs with users. - Deliverables: Wireframes, clickable prototypes, and interaction specs.
Explainable AI Interfaces
- Design interfaces that make AI/ML decisions transparent and actionable. - Develop visualizations, decision breakdowns, and confidence indicators. - Deliverables: Screens showcasing explainability and user guidance features.
Usability Testing
- Conduct tests to validate designs with real users. - Analyze feedback to refine the interface and interactions. - Deliverables: Usability test report with actionable recommendations.
Final Design Assets
Final Design Assets - Complete design files (Figma, Sketch, or preferred tools). - Style guides, design systems, and component libraries for development handoff. - Deliverables: Final UI/UX design package ready for implementation.
Post-Launch Optimization Support
- Ongoing feedback and iteration support based on user insights post-launch. - Deliverables: Updates or enhancements to improve adoption and usability.

Recommendations

(5.0)

Isidora Oprianou

Client • Jan 20, 2025

Recommended

I had the privilege of working under Akis as a junior UI/UX designer. He combines creativity with user-centered design, always ensuring that projects are visually engaging and usable. Akis fosters a collaborative, low-stress environment that encourages ownership and innovation. His leadership empowers teams to thrive, delivering results that align with both user needs and business goals. I highly recommend Akis to any team seeking a talented, inspiring, and effective design leader.

Skills and tools

AI Chatbot Developer

Prompt Writer