I'm Aditya Shanghavi, currently Research Scientist at the Neuroergonomics Lab and an avid dad jokes enthusiast.
About Me
WORK
I am interested in shaping intelligent systems that connect data and human context to create practical, scalable impact.
TRAVEL
For me, travel is about curiosity and connection - hitting the road, discovering new cultures, meeting new people, and experiencing the world firsthand.
FOOD
Food is one of my favorite ways to experience the world. From experimenting in my own kitchen to discovering new restaurants, I am always chasing bold flavors and new culinary perspectives.
READING
There is something powerful about seeing the world through someone else’s story.
MUSIC
Music is how I decompress and recharge. I enjoy discovering new artists and genres.
Experience
Research Scientist, NeuroErgonomics Labs
Project Lead, US Medical Innovations
Consultant Intern, Tupelo Brittany (Subsidiary of ATP Ventures )
Research Assistant, Institute for Accessible Science Lab
Education
Work Projects
Selected work across fatigue, immersive training, digital health, surgical robotics, and augmented reality systems.
Multimodal Fatigue Detection and Management System
WearablesLongitudinal fatigue and stress modeling using wearable physiology, self reports, and context signals for high stress roles.
VR Interface to Improve Police Training
XR + LLMsNSF funded immersive training platform with LLM powered NPCs, behavioral logging, and adaptation.
Digital Parkinson’s Tremor Quantification
Digital healthWearable IMU based tremor quantification and severity estimation aligned to clinical scales and neurologist feedback.
Tumor Resection Surgical Tools
Med devicesDesign & development, risk management, verification & validation, and regulatory compliance across surgical robotics and electrosurgical generators.
Augmented Reality for Surgical Telementoring
ARTransparent display telementoring with in field annotations to reduce attention shifts and support real workflows.
Personal Projects
Web-based Psychomotor Vigilance Test
Browser-based reaction time assessment for measuring vigilance, fatigue, and sustained attention. No installation needed.
SPREE-AI
In-video advertisement and shopping tool enabling real-time product detection and interaction within video content.
MedAssist
Full-stack, domain-constrained AI medical assistant using Claude and a RAG pipeline grounded in PubMed literature.
Publications
- Pulse Rate Variability From Wearable Wristwatches as a Surrogate for Heart Rate Variability? We Think Not Yet 2025
- Objective Assessment and Scoring of Parkinsonian Tremors using Wrist Sensor Technology 2025
- A machine-learning method isolating changes in wrist kinematics to identify age-related changes in arm movement 2024
- Parkinson’s Disease Progression: Exploring the Relationship between Motor Performance and Cognitive Function 2023
- Detection of Parkinsonian Motor Symptoms Using Non-Invasive Motion Sensing Technology 2021
- An augmented reality-based approach for surgical telementoring in austere environments 2017
- Virtual annotations of the surgical field through an augmented reality transparent display 2016
- A Hand-Held, Self-Contained Simulated Transparent Display 2016
- Medical telementoring using an augmented reality transparent display 2016
- Avoiding Focus Shifts in Surgical Telementoring Using an Augmented Reality Transparent Display. 2016