We are Team ElevenOps from IIIT Delhi — a multidisciplinary team combining expertise in Multimodal AI, Computer Vision, and Interactive Systems Design. Our mission: to build AURA, an AI Co-Driver for Wellness and Alertness Regulation, as part of Volkswagen’s i.mobilothon 5.0.
AURA transforms every vehicle into a mindful co-pilot — predicting fatigue, sensing stress, and restoring driver focus using adaptive, privacy-preserving intelligence.
- Multi-Sensor Fusion: Integrates vision, steering, grip, and HRV data for robust predictions.
- Human-Centric Interventions: Uses light, scent, and empathetic voice cues to re-engage drivers calmly.
- Edge-First Privacy: All analytics run locally on Jetson Nano / Snapdragon Ride — no cloud data leakage.
- Self-Learning Personalization: Adapts to each driver’s behavior, reducing false alerts over time.
- Predictive Fatigue Modeling: Transformer–LSTM network forecasts fatigue 3–5 minutes in advance. [Coming Soon]
| Module | Description | Repository |
|---|---|---|
| Vision Distraction Detection | Detects inattention, yawns, or eye-off-road using RGB-IR input | EdgeAI-ElevenOps/Fatigue-Prediction |
| Conversational AURA AI | Empathetic voice interface for driver wellness dialogue | EdgeAI-ElevenOps/Conversational-AI |
| Sensor & IoT Integration | Streams grip, steering torque, and HRV data using SOME/IP Protocol / CAN Bus Protocol | EdgeAI-ElevenOps/IoT-based-simulation |
| Fatigue Prediction | Real-time temporal AI model for fatigue and stress forecasting | [Coming Soon] |
| Domain | Tools & Frameworks |
|---|---|
| AI/ML | PyTorch · TensorFlow Lite · ONNX Runtime · Quantization · TensorRT |
| Vision & Signal Processing | OpenCV · MediaPipe · RGB-IR Camera · Steering & Grip Sensors · Smartwatch HRV |
| Edge Deployment | Jetson Nano · Snapdragon Ride · Docker · MQTT · CAN Bus |
| Interface & Control | React / Streamlit Dashboard · gTTS / ElevenLabs TTS · Arduino / ESP32 modules |
- Multi-Sensory Regulation — adaptive cues enhance focus without stress.
- Privacy-Preserving Edge AI — no external data transmission.
- Scalable Integration — plug-and-play for fleets and OEMs.
- Human-Centric Design — your car becomes a calm co-pilot, not a noisy alert system.
- Predictive Wellness — anticipates fatigue before micro-sleep. [Coming Soon]
| Name | Role / Expertise |
|---|---|
| Armaan Singh | IoT Systems & Hardware Integration |
| Vikranth Udandarao | Conversational AI & Edge Integration |
| Tharun Harish | Multimodal AI & UX Design |
| Akshat Parmar | Vision & Multimodal AI |
“To redefine driver safety and comfort by building intelligent, empathetic, and privacy-first in-vehicle companions.”