Advisory
Selective advisory and 0-to-1 product engagements with founders, enterprises, and institutions. The work sits where AI-native product, data governance, and trust infrastructure meet the operating realities of frontier markets.
Strategic
Advisory
Ongoing counsel to founders, executives, and investors on AI strategy, product direction, and the operating decisions that shape a company as it scales.
- AI strategy and AI-native product direction
- Fintech and digital-asset platforms
- Trust and compliance infrastructure
- Fundraising strategy and design operations
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Hands-on
Product Build
Embedded, senior involvement in taking a product from zero to one — architecture, design, and delivery through to a shipped, defensible MVP.
- 0-to-1 product and MVP development
- Data governance and AutoML
- Agentic AI and applied automation
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where the work lives:
AI strategy and AI-native product
Defining where intelligence belongs in the product, and building teams and roadmaps around it rather than bolting it on.
0-to-1 product and MVP development
Taking an idea to a shipped, defensible first product — architecture, design, and delivery under real constraints.
Data governance and compliance infrastructure
The provenance, controls, and trust layer that lets regulated and frontier-market platforms operate credibly.
Fintech and digital-asset platforms
Product and design for institutional trading, settlement, and digital-asset systems where the stakes are operational, not cosmetic.
Design operations and UX at scale
Bringing craft and system to product organizations so quality holds as the team and surface area grow.
Common questions
What kind of engagements do you take on?
The range runs from ongoing advisory to embedded product work. Recent examples include AI Solutions Architect at A3 Human Research + Design, advisor on UX engineering and ecosystem growth to PersonalDAO, and design lead for the FalconX360 institutional trading platform.
Who is this for?
Founders, executive teams, and investors — most often at the point where a company is standing up an AI-native product, tightening its data and compliance foundations, or preparing to raise. The work is selective and scoped to where senior involvement changes the outcome.
How does an engagement start?
With a conversation about what you are building and where it is stuck. Scope, cadence, and structure are set from there — some engagements are advisory, others are hands-on through delivery.
What does the background bring to the table?
Earlier roles include Technical Product Manager at Vertalo and Enterprise UX Architect at Acuity International, alongside co-founder and advisor work across product and venture studios — 0-to-1 product, fundraising strategy, and design operations.