Work · products, teams and businesses

From an idea
to something people use.

Leading AI work means connecting product choices, engineering, the team and the business. These accounts show what I worked on with teams, what the public sources support and where the outcomes rely on my own account.

Menyala → Splore

Splore

From venture-studio exploration to an AI business: aligning investment decisions, functional leaders and product delivery.

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Building to understand

Alongside work with teams, I build independent systems and tools to explore reliability, delegation and economics.

Explore the projects →