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Student teams that ship

Our projects programs take a team of students from an empty repository to a working AI system in one summer or winter — with mentors, a deadline, and a showcase at the end.

The programs

12 weeks · Nov – Feb

Summer Projects

Our flagship program. Teams of students design and ship an agentic AI system end to end, then demo it to judges at a showcase night.

  • ~30 students in the 2025/26 cohort
  • Five teams, five shipped agents
  • Judged project showcase

Mid-year · weekly

Winter Projects

A shorter mid-year run with a dedicated beginner track, so your first project doesn't have to be your fifth.

  • 80+ applicants
  • Beginner track included
  • Weekly Saturday build sessions

What members have built

Teams from our most recent cohorts. Write-ups go up after each showcase, and the code that’s public lives on our GitHub.

Winter 2026

SIGIL

A shared store where AI agents claim work by tagging it, instead of talking to each other — built to measure whether that actually helps.

multi-agentcoordinationresearch

Summer 2025/26

Knowledge agent

A retrieval-augmented agent that answers questions over the club's own document corpus instead of guessing.

RAGretrieval

Summer 2025/26

Marketing agent

Drafts and schedules campaign content in the club's voice, so the marketing team edits instead of starting from blank.

agentscontent

Summer 2025/26

Secretary agent

A Discord-native assistant that handles the admin loop — questions, reminders, and the things that fall through the cracks.

discordautomation

Summer 2025/26

Logistics agent

Plans and tracks the moving parts behind running events, from rooms to run sheets.

agentsplanning

Summer 2025/26

Data analyst agent

Turns a plain-English question about a dataset into the analysis and the chart that answers it.

analysistools

Winter 2026

Reinforcement learning team

The beginner Winter Projects track, training agents from scratch to learn what the abstraction is actually doing underneath.

RLbeginner

Build the next one

Applications for each projects intake go out to members first. No experience assumed — there's a beginner track for exactly that reason.

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