About

AI Strategist, Researcher & Renaissance Quant

Hi, I’m Chris Esposo — an AI strategist, researcher and builder who bridges deep technical expertise with a spirit of exploration. After years in quantitative finance and corporate innovation, I founded Data Detective LLC to help organisations integrate machine learning and data science responsibly. Today my work spans generative and agentic AI, multi‑agent systems for scientific discovery, and macro‑level strategy for enterprise adoption.

Professional Journey & Projects

• Data Detective LLC: My consultancy provides data quality audits, retrieval‑augmented generation pipelines and multi‑agent workflow design. Recent engagements include automating insurance‑claims analysis and building knowledge‑graph interfaces for research labs.
• Generative & Agentic AI Research: I run experiments with next‑generation generative models such as Sora, Gen‑3 and SD3, exploring steering techniques and domain‑specific languages for text‑to‑video. I also test multi‑agent discovery engines like SciAgents to accelerate materials and drug discovery.
• Macro & Enterprise Strategy: Drawing on frameworks like MIT’s Project NANDA and William Janeway’s innovation‑economy theory, I advise organisations on how to turn AI pilots into P&L impact through learning complements, governance and feedback loops.

Passions & Interests

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