Designing within product constraints
I turn regulatory and business constraints into clear product flows: KYC and onboarding, investment journeys, compliance reporting. I frame the problem, write the PRD and follow the feature through delivery.
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Product Manager at OneAsset. I design the product and the AI agent flows around it, after 12 years in UX, managing designers, and building products on my own.

From first interview to shipped product.
I turn regulatory and business constraints into clear product flows: KYC and onboarding, investment journeys, compliance reporting. I frame the problem, write the PRD and follow the feature through delivery.
I prototype directly in code with Cursor and Claude Code, and design runs through Git, from PRD to pull request. I design and build agent flows: brand memory, multi-pass output checks, planner, executor and verifier loops.
I run interviews and workshops with teams that want different things, then reconcile their needs into one product direction: shared platforms, journey maps and multi-country design systems.
I have worked with AI for 4 years and rebuilt my UX and design workflow around it. At OneAsset, I design the product, admin platform and marketing site, using interactive prototypes and agents on GitHub. Figmol is the internal review tool I built.
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github.com/uxfiI start by mapping what people need to do and how the product should support them.
I then design the screens and build the workflows behind them. For an AI product, that includes prompts, data retrieval, integrations and checks on the output.
I use the working product to review those decisions and refine the experience.