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AI Email Client

An ongoing exploration into AI-native email management for academic settings. The goal is to build an intelligent email client that understands the structural relationships of university life — mapping students to courses, researchers to projects — and uses that context to triage, summarize, and draft responses.

Key Concepts

  • Agenda Bot — Interactive sequential review queue that presents summarized threads with AI-drafted replies
  • Visual Automation Builder — Drag-and-drop node-based interface for creating sorting rules
  • Graph Neural Network Mapping — Treating the inbox as a relational graph of people, courses, and projects
  • Inter-Agent Communication — Secure querying between AI agents for cross-context drafting

Get Involved

This is an independent study project. If you're a UC Merced student interested in AI + HCI research, we'd love to work with you. Contact us or check out the CSE120 GitHub organization for more opportunities.

  • Skill Networks — The skill extraction techniques inform the email client's context understanding.