AI-Driven Operations & Real-World Execution Specialist | Virtual Economy & Digital Systems Analyst | Elite Competitive Performance Background
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Images or videos of human interactions. On the whole digital scale.
I specialize in executing and documenting real-world tasks for AI agents with clean verification, structured reporting and operational reliability. Also experienced in analyzing digital ecosystems, gaming economies and online community behavior — with a strong understanding of virtual value systems and meta-structures.