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.
Projects
Current work and project archive.
Serpentine projects give members a structured way to learn by building, testing, presenting, and contributing.
Current Work
Back to homeIn Development
In development - Started Sep 2025
Embodia
VLA models for embodied AI
Embodia explores vision-language-action models for embodied AI, focusing on how intelligent systems can interpret complex real-world sensory input and act in dynamic physical environments.
In development - Started Sep 2025
SILA
Sign interpretation and learning algorithm
SILA is a sign language AI project focused on translating dynamic sign sequences from video into structured representations, with the long-term goal of improving sign-to-text understanding.
Early-stage - Started Sep 2025
MIRA
Motion intelligence for animation workflows
MIRA is a Blender plugin project that explores AI-assisted frame prediction and animation tooling to help artists work faster while keeping creative control.
Past Projects
May 2024 - Sep 2025
EduPilot: Canvas LLM
An academic assistant platform for course-specific guidance in learning environments, with educator-facing insights into where students need more support.
2nd Place Overall - Top 10 TU Delft Challenge
Xtreme
Award-winning project from the JunctionX Delft Hackathon in 2025: 2nd place overall out of 51 teams and Top 10 in the TU Delft challenge. Xtreme is a multi-agent framework for hate speech and extremism detection in audio, where personas with diverse perspectives debate each statement, explain their reasoning, and vote on the final verdict.
1st in Peer Review
Automated Identification of Malicious Intent
Ranked 1st in peer review at the JunctionX Delft Hackathon in 2025. This project is a fast, explainable pipeline that screens audio or video for extremist and abusive language using Whisper transcription, multi-shot LLM classification, and prompt inversion.
3rd Place - Most Popular Project
bunq Lens
Award-winning project from bunq Hackathon 6.0 in 2025: 3rd place and Most Popular Project. AI agent for personal spending insights and year-in-review style financial reflections, built with bunq API data and LLM-based analysis.
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.
2nd Place
AI Snakes
A bot for the IEEE Conference on Games AI Snakes competition, combining alpha-beta search with positional strategies for multiplayer Snake.
73rd Place
MIT Battlecode 2020
Two Serpentine teams competed in MIT Battlecode 2020, creating autonomous agents for resource gathering, defense, and survival against rising water.
Archive
Further projects coming soon.
We are preparing a cleaner archive for older work, demos, publications, and project notes.