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/ research

Practical AI for vision, farms, and public good

Project write-ups coming soon. Wins and awards live on the home page.

/ method

How I approach research

01

Problems before models

Start from the farm, road, or community need, then choose the vision or learning stack.

02

Ship the loop

Sense, decide, act. Research only counts when it closes into something usable.

03

Keep judgment human

AI proposes; I critique scope, ethics, and whether the outcome actually helps people.