/// Spring 2026 cohort · member-built
Every project below was built by members during the semester — most started as a Thursday workshop and kept going.
Recognition
CITL at Illinois spotlighted the club and its work bringing agentic AI to campus.
Voice · Healthcare
Automates appointment scheduling, triage, and rescheduling for campus clinics — patients book by natural-language call while staff watch a live dashboard.
RAG · Healthcare
A multi-agent medical assistant with a source-grounded Patient Mode for medical Q&A and a Doctor Practice Mode that scores clinical interview simulations.
Automation
An autonomous queue system for UIUC's Student Creative Design facility — Discord integration, staff analytics, and AI-powered feedback collection.
Data · Agents
An open-source agent that monitors databases for data-quality issues, finds root causes, scopes the impact, and proposes or executes fixes on its own.
Competition
A club-run challenge: build a lightweight AI agent that helps you study — $1,000 prize for the best submission.
In-house · Healthcare · Voice
Voice agent that handles appointment scheduling, triage, and rescheduling for campus clinics over natural-language calls.
In-house · Healthcare · RAG
Metalist — a multi-agent medical assistant with source-grounded Patient Mode and a scored Doctor Practice Mode.
In-house · Campus
An autonomous queue-based system for accessing fabrication machines at UIUC's Student Creative Design facility.
In-house · Finance
An agent that researches and analyzes equities end to end. Spring cohort build.
In-house · Finance
The fall cohort's take on an autonomous equity research analyst.
In-house · Finance
An agentic portfolio manager that reasons about allocation and rebalancing.
In-house · Sports
An agent that digs through sports data to produce analysis and picks. Spring cohort build.
In-house · Sports
The fall cohort's sports analysis agent, notebook-first.
In-house · Lifestyle
An agent that finds what and where to eat, so you don't have to decide.
In-house · Lifestyle
An agentic music recommender built by the fall cohort.
Open source · Finance
A terminal dashboard that reads your real brokerage holdings via Plaid, fans out to market/news/macro agents, and explains in plain English why your portfolio shifted today.
Open source · Finance
A fintech agent small businesses "hire" to proactively improve creditworthiness and funding readiness.
Open source · Finance
A personal finance agent built with Ruby on Rails and Plaid.
Open source · Sports
Agentic business intelligence for the Fighting Illini basketball team.
Open source · Sports
Real-time F1 race strategy recommendations from a multi-agent swarm running on live OpenF1 telemetry.
Open source · Infra & Data
An agent that monitors databases for data-quality issues, finds root causes, and proposes or executes fixes.
Open source · Infra & Data
A Go agent that monitors EV battery health and files Jira tickets when safety thresholds are violated.
Open source · Infra & Data
A smart-city operations platform unifying live traffic, transit, incident, and weather data into one map for city operators.
Open source · Campus
LeetCode for system design — practice interviews powered by AI agents.
Open source · Campus
An AI mock presentation panel that evaluates your content, delivery, and Q&A readiness before class presentations.
Open source · Lifestyle
Using AI agents to improve your dating life.
In-house projects · Agentic-AI-UIUC ↗Open-source projects · OpenAgents-Illinois ↗
Every card above started with someone showing up to a Thursday workshop.
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