Aman Desai
MTech DS and AI IIT Madras
- Role
- Research Assistant at Walmart Center For Tech Excellence
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
Experience
Research Assistant
Walmart Center For Tech Excellence
Nov 2024 — Present
Remote Photoplethysmography (rPPG): Developing non-contact methods to extract vital physiological signals—such as heart rate and respiration—by analyzing facial videos, enabling accessible and scalable health monitoring solutions.Sleep & Fatigue Analysis: Utilizing wearable devices and machine learning to monitor sleep cycles, detect fatigue patterns, and improve overall wellbeing and workplace efficiency; integrating patient-reported outcomes for personalized health insights.Neurological Condition Detection: Leading EEG-based research to identify early signs of conditions like insomnia, epilepsy, and Parkinson’s disease using AI/ML techniques for proactive healthcare and prevention.Wearable Sensor Innovation: Designing real-time health monitoring systems for workers.ML for Stress & Fatigue Prediction: Creating machine learning algorithms that analyze physiological and sleep data to detect early indicators of stress and fatigue, aiming to foster resilience and mental health.
Education
KLE Institute of Technology, HUBLI
Bachelor's degree
2019 — 2023
IIT Madras Zanzibar Campus
Master of Technology - MTech
2024 — 2026
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