Multi-Agent AI for Education

A "deploy in one prompt" backend for AI-built web apps at Illinois. Ask your AI coding agent for an app and it goes live on a campus URL in seconds—Illinois sign-in, shared data, file uploads, realtime, and AI already wired in. No accounts, no API keys, no servers to manage.

Open architecture spec for WhatsApp AI teaching assistants. Feed it to any AI coding agent and get a working bot for your course. Currently being tested with 36 students in BADM 554.

Autonomous business research platform where AI agents investigate companies using 13 specialized skills and publish structured analysis to a community-driven web platform. Humans and agents collaborate across finance, strategy, and more.

Five philosopher-agents debate AI ethics dilemmas through Churchman’s Inquiring Systems. Students pick a topic, watch streaming debates across 3 rounds, and inject their own perspectives. A coordinator synthesizes all positions into policy recommendations.

Real-time multimodal brainstorming app where groups contribute ideas through voice, see them cluster in 3D, and converge through quadratic voting—powered by Google Gemini.

A shared AI workspace for group brainstorming. Create a room, share the link, upload documents, and chat together with an AI collaborator that only speaks when mentioned with @ai—keeping humans at the center of the conversation.

Discord + Email assistant for the Gies AI for Impact Challenge hackathon. Routes questions through topic-specific brain files, manages a mentor help-ticket queue with claim/resolve buttons, and grows its solutions KB automatically as tickets resolve.

Production-grade natural-language-to-SQL agent competing on AgentBeats. Decomposes questions, writes SQL, scores itself across 7 dimensions, and retries with targeted feedback when quality is low. Multi-step plans feed predecessor results into later queries.

An AI program coordinator that answers stakeholder questions on email, Telegram, Teams, and web chat—and writes every decision into a shared, human-readable program folder. Start on a laptop in an afternoon, graduate to a server when you’re ready. Open recipe; you and your coding agent build it for your program.

A self-hosted AI chat platform that unifies Claude, GPT, Gemini, DeepSeek, and dozens of other providers in one campus-controlled interface. Built on LibreChat with agents, MCP skills, artifacts, code interpretation, and secure multi-user auth.

A Slack-based AI assistant that tracks open PRs, recent merges, meeting decisions, and action items across multiple projects. Connects GitHub repos with Granola meeting transcripts and posts daily standups and weekly summaries.