www.oneringforpd.com

• Qualitative

• Qualitative

• Subject to human

error

• Qualitative

• Subject to human

error

• Infrequent

Captures

Captures Analyzes

Captures Analyzes Diagnoses

Machine Learning Model

Random Forest Classification

Machine Learning Model

Random Forest Classification

Machine Learning Model

Datestamp

DatestampTimestamps

Datestamp

Hourly Movement Severities

Timestamps

How it all began

How it all began

How it all began

Machine Learning Research

• Feature extraction using signal processing techniques

Parkinson’s Institute

• Summer volunteering

• First prototype testing

• Improved feature engineering and developed iOS application

Prototypes

Campaign

www.oneringforpd.com

Email: utkarsh.tandon1@gmail.com

Website: www.oneringforpd.com