Emmy Ann Horstkamp
Custom AI Training & Knowledge Architecture
Brooklyn | Atlanta | Emmy@trefuly.com
Executive Profile
CEO of Trefuly, Inc. and former Executive Branch professional with a specialized focus on bridge-building between complex data and actionable AI. I help organizations transform their proprietary institutional knowledge into private, high-performance AI ecosystems. By training models to think like your in-house experts, I ensure technology enhances human expertise rather than replacing it.
Core Consulting Pillars
- Custom LLM Training: Developing workflows to train AI models on proprietary internal datasets, ensuring brand voice and technical accuracy using corporate intelligence and data silos.
- Knowledge Engineering: Extracting high-level expertise from senior staff to create digital “SME” (Subject Matter Expert) personas.
- Data Governance & Security: Implementing AI solutions that respect the rigorous privacy standards required for executive and enterprise-level data.
- Executive AI Strategy: Advising leadership teams on the integration of generative AI without disrupting existing operational workflows.
Leadership & Experience
CEO | Trefuly, Inc. Present Leading the development of health focused coaching for the detoxification of the adipose layer.
- Bridging the gap between “off-the-shelf” AI and bespoke, expert-led systems designed to maintain confidentiality and retain corporate IP and work processes.
Executive Branch of the United States Obama/Trump Navigated complex regulatory and operational environments, managing high-stakes data and inter-agency coordination.
- Applied rigorous standards of accuracy and confidentiality—traits now essential for training secure, in-house AI models.
Education & Technical Proficiencies
- Education:
- Florida State JD,
- University of Wisconsin – Madison BA Political Science Art History
- Expertise: LLM Fine-Tuning, Knowledge Management Systems, Prompt Engineering, Strategic Leadership, Federal Compliance Standards. Business POC, FIRMSME