Projects

Current work and project archive.

Serpentine projects give members a structured way to learn by building, testing, presenting, and contributing.

Current Work

AIMI EEG headset used for motor imagery research

EEG motor imageryBCI research87% model accuracy

Ongoing since July 2023

AIMI: Artificial Intelligence Motor Imagery

A research project on real-time EEG motor imagery classification for brain-computer interfaces, exploring how AI can support control of virtual and physical systems.

Course-specific AILMS integrationLearning analytics

Ongoing since May 2024

EduPilot: Canvas LLM

An academic assistant platform for course-specific guidance in learning environments, with educator-facing insights into where students need more support.

Past Projects

Battlecode 2021 combat robot visualization

BattlecodeAutonomous agentsCompetitive AI

82nd Place

MIT Battlecode 2021

A programming competition entry for MIT Battlecode, building autonomous agents that coordinate through flags, explore the map, and compete for influence.

GitHub Viper Paper Viper GitHub MARS Paper MARS

Among Us imposter detection project screenshot

Game AIImposter detectionIEEE CoG

Paper Published

Among Us Imposter Detection

A social deduction AI project focused on detecting imposters from Among Us game data, published through the IEEE Conference on Games.

GitHub Paper

Flatland rail scheduling project visualization

SchedulingRail networksMulti-agent planning

17th Place

Flatland2020

A train scheduling competition entry that developed AI agents for routing trains through constrained rail networks while resolving conflicts efficiently.

GitHub Docs