I build reliable web and AI systems for the Center for Homeland Defense & Security in Monterey, California. My focus is turning what’s newly possible into production tools that help practitioners and students solve real problems.

Current Roles

• Instructing AI Specialist, CHDS

• Product Owner, Central
  • Integrate large‑language models with a 250 000‑document Homeland Security Digital Library
  • Large-scale contextual information system
  • Create workflows that let non‑technical users retrieve, summarise, and apply complex information
• Founder, Curation Engine
  • 100% Procedural VR exhibition platform for Vision Pro and upcoming headsets
  • Uses vector search and LLM‑generated narratives to build exhibits on demand alongside custom tools for curators

Expertise

• Ruby on Rails (18 + years)
• Large‑language model integration within custom applications
• Vector search and embeddings
• System architecture for high‑bandwidth, real‑time applications
• Procedural realtime 3D content generation
• Workshop facilitation for technical and non‑technical audiences
• Video editing, production, and processing

Speaking & Teaching

• Library of Congress (2025) – Prompt Literacy
• Regular CHDS workshops on AI literacy for faculty and students

Professional Values

• Evidence‑based decision-making
• Clear, accessible explanations
• Tools should extend human capability
• Iterative, user‑centered development
• Fun is a feature, not a bug

Contact

• Email: j@jeremedia.com
• GitHub: jeremedia
• LinkedIn: Jeremy Roush