Data Scientist II

• Mar 2022 - Present

Signal Processing & Biomedical Data Scientist

• Dec 2019 - Mar 2022

Applyed Data science and ML techniques to better classify tissue diseases using ultrasound clinical data, researched into features to improve our current ML and DL algorithms, and deployed ML-solutions, all using python-based platforms including GCP, Jupyter-Lab, and Anaconda. Also managed task/issue-tracking through JIRA. Applyed Data science and ML techniques to better classify tissue diseases using ultrasound clinical data, researched into features to improve our current ML and DL algorithms, and deployed ML-solutions, all using python-based platforms including GCP, Jupyter-Lab, and Anaconda. Also managed task/issue-tracking through JIRA.

Innovation Engineer

• Mar 2019 - May 2019

- Worked with the Innovation team in Ontario to develop the next generation of stair, ceiling and floor-lifts. - Simulated the mechanical fitment and design of a PCB and power-pack for a new ceiling-lift, using SolidWorks. - Assembled Design For Manufacturing (DFM) documents of parts for new ceiling-lifts. - Analyzed service records to strengthen the business case for a potential project. - Aided in developing an algorithm for real-time troubleshooting of company products, using Python. Show less

Ultrasound Engineer

• Mar 2018 - Nov 2018

Conducted state-of-the-art research and product development in ultrasound, sensor technology, and signal processing as they relate to critical care medicine. Conducted state-of-the-art research and product development in ultrasound, sensor technology, and signal processing as they relate to critical care medicine.

Graduate Student Research Assistant

• Sep 2015 - Nov 2017

- Worked at the Steinman Biomedical Simulations Laboratory with Dr. David Steinman to develop new ways to improve the usability of Doppler Ultrasound Systems. - Authored a thesis focusing on modeling noise and artifacts in Doppler ultrasound signals to aid in diagnosing cardiovascular diseases, through correcting Doppler ultrasound signals for better medical diagnosis. - Worked at the Steinman Biomedical Simulations Laboratory with Dr. David Steinman to develop new ways to improve the usability of Doppler Ultrasound Systems. - Authored a thesis focusing on modeling noise and artifacts in Doppler ultrasound signals to aid in diagnosing cardiovascular diseases, through correcting Doppler ultrasound signals for better medical diagnosis.

Assistant Engineer

• Jan 2014 - Jun 2014

- Designed and built a ventilation chamber for experimentation using sheep lungs. - The ventilation chamber is software-controlled and it is able to monitor the chamber's temperature, the ventilation pattern of the lungs, and the pressure variation between the lungs and the chamber. - Designed and built a ventilation chamber for experimentation using sheep lungs. - The ventilation chamber is software-controlled and it is able to monitor the chamber's temperature, the ventilation pattern of the lungs, and the pressure variation between the lungs and the chamber.

Researcher/ Programmer

• Apr 2013 - Aug 2013

Developed a user interface program that integrates the functions of an Ultrasonix Ultrasound machine with Eye-gaze tracking and Voice Recognition for the Da Vinci surgical system. Developed a user interface program that integrates the functions of an Ultrasonix Ultrasound machine with Eye-gaze tracking and Voice Recognition for the Da Vinci surgical system.