Work experience

• Senior Algorithm Scientist

  oura

  2025.11-Current

  (6 months)
• Sr. Machine Learning Scientist

  Best Buy Health

  2022.05-2025.11

  (4 years)

  (3 years 7 months) - Develop a robust pulse rate estimation algorithm using PPG and accelerometer signals - R&D on cuffless BP estimation from PPG and ECG signals using deep learning approaches - Statistical validation to ensure reliability of summary metrics for patient vital signs time-series - Conceptualize and carry out studies to validate and characterize a Fall Detection algorithm
• Sensors & Algorithms Engineer

  Garmin

  2020.07-2022.05

  (2 years)

  (1 year 11 months) - Research, development, and documentation of algorithms using IMU sensor data - Implement, and review code as part of firmware development for Garmin devices - Coordinate with product teams to integrate algorithms in new products - Maintain, debug, and improve legacy algorithms based on customer/testing feedback
• Graduate Research Assistant

  Family and Community Medicine, University of Missouri

  2015.08-2020.06

  (5 years)

  (4 years 11 months) - Work with an inter-disciplinary group comprising clinicians and psychologists as part of an AHRQ funded project to develop a visualization interface for Blood Pressure data - Introduce computational techniques such as LOWESS for a more effective presentation - Develop and validate a decision support system to perform assessment of BP measurements (presented in Pervasive Health conference in Barcelona,Spain)
• Graduate Research Assistant

  Center for Eledercare and Rehabilitation Technology, University of公司:missour

  2014.03-2020.06

  (6 years)

  (6 years 4 months) - Access data from relational database, perform data cleaning, visualization & exploration - Apply feature selection & classification to relate EHR notes to specific sensor data patterns - As part of an NIH funded project, develop a Natural Language Generation system to produce text summaries of continuously streaming sensor data (published in the Journal of Biomedical Informatics) - Anomaly detection in sensor data time series to detect changes in health of the elderly - Model behavioral and physiological routines using in-home sensor data
• Graduate Research Assistant

  Brain Imaging Center, University of Missouri

  2013.06-2014.04

  (a year)

  - Developed software for structural MRI segmentation and data analysis using MATLAB
• Graduate Research Assistant

  Vision Guided and Intelligent Robotics Laboratory, University of公司:

  2012.08-2014.02

  (2 years)

  (1 year 7 months) - 3D Computer Vision: In depth study of various aspects of computer vision such as Scene Understanding, Object recognition using Kinect - Using sEMG signals for Robotic Assistive Technology: Studied sEMG signals on different parts of the human arm to determine best positions for hand
• DSP Engineer

  Wavelet Group

  2010.08-2012.06

  (2 years)

  (1 year 11 months) - Developed firmware for real time video processing applications on a dual core DSP - Visited remote project sites and iterated the system based on client’s requirements

Educational experience

• University of Missouri-Columbia

  Machine Learning, Data Science, Eldercare pattern recognition

  2015.01-2020.01

  (5 years)
• University of Missouri-Columbia

  Electrical and Computer Engineering

  2012.01-2015.01

  (3 years)
• Savitribai Phule Pune University

  Electronics and Telecommunication engineering

  2006.01-2010.01

  (4 years)
• University of Aberdeen

Certificates