AI Product Designer
Make AI Products understandable, controllable and useful.
For teams turning model capabilities into a product people can confidently use. I design the workflow around the model: how people start, judge the output, correct mistakes and decide what happens next.
Osama Ali · Senior Product & UX Designer · Cairo / Remote
Where I can help
Start with the problem.
- Unclear capability
- Users need to understand what the AI can do before investing effort in prompts or setup.
- Uncertain outputs
- A polished answer is not always a correct answer. The interface needs ways to inspect sources, edit and recover.
- Too much autonomy
- Permissions, previews and confirmations should match the consequences of an action.
How we work through it
- Map the user task, model limits and failure cases with product and engineering.
- Prototype input, waiting, output evaluation and human handoff as one complete journey.
- Test whether people can predict the system, spot mistakes and recover without restarting.
Relevant work
See how I approach product decisions.
My background includes UX design at Coca-Cola HBC (Jan 2023–Jun 2026), Speero and VA Computing. Public case studies show selected design work; they do not represent every market or service listed here.
Ways to work with me
- Project
- An agreed product design scope, with milestones and timing defined together.
- UX / Product Audit
- A focused review of the journeys and issues that matter most.
- Fractional / Consulting
- Ongoing design guidance and strategic support for your team.
- Contract
- Join an existing product team for an agreed engagement.
- Full-time
- Open to suitable Senior / Lead product and UX opportunities.
Before we start
Do you build or train the AI model?
My scope is product and UX design. I work with your engineering team on the experience and capability constraints; model development is a separate responsibility.
What should I share in the first message?
Send a short description of your product, your audience, the main problem and any deadline.
Explore the thinking behind the work
AI UX Design: The Complete Guide to Designing AI Products →What Is Agentic UX? A Practical Guide for Product Designers →Undo, Approve or Confirm? Designing Controls for AI Agents →Tell me what your team is working on.
We can decide whether an audit, a design project or an ongoing role is the right starting point.
Discuss your product on WhatsApp ↗