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Basics
Name | Tarek Hamid |
hamidtarek3@gmail.com | |
Summary | ECE PhD Student at UVA |
Work
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2022 - 2023 Biomedical Algorithm Engineer
Sotera Digital Health
Developed new algorithms for clinical wearable medical device using PPG, ECG, SCG, and accelerometer data.
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2020 - 2022 Software Engineer
JPMorgan Chase
Developed algorithms and internal applications to report and track on internal engineering code quality.
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2019 - 2020 Electrical Engineer
Department of Defense
Worked on novel hardware and software systems for military vehicles.
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2018 - 2019 Scientist
Johnson & Johnson
Led R&D lifecycle management activities under North American region for class I and II medical devices.
Education
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Present - Present Charlottesville, VA
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2021 - 2023 Philadelphia, PA
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2018 - 2019 Baltimore, MD
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2013 - 2017 Ewing, NJ
Publications
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2024 Using Decision Tree Classifier to Increase Screening Test Sensitivity for the Prediction of ACL Retear
UbiComp 2024
An ML model for enhanced sensitivity of ACL re-tear screening tests.
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2024 Raproto: An Open-Source Platform for Rapid Prototyping with Wearable Devices
IEEE 2024 Body Sensor Networks
An open-source platform for rapid prototyping of wearable devices in clinical trials.
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2023 SpectraVue - An Interactive Web Application Enabling Rapid Data Visualization and Analysis for Wearable Spectroscopy Research
UbiComp 2023
An open-source platform for processing, visualization, and analysis of multi-wavelength spectroscopy signals.
Skills
Programming Languages | |
Python | |
Java | |
R | |
C | |
MATLAB |
Data Science Tools / Packages | |
Jupyter | |
NumPy | |
Pandas | |
Matplotlib | |
Scikit-learn | |
Plotly Dash |
Cloud / DB Management | |
AWS | |
Azure | |
Docker | |
PostgreSQL | |
Oracle | |
MariaDB |
Sensor Data | |
PPG | |
ECG | |
EMG | |
Accelerometer | |
Actigraphy | |
CGM |
Interests
Digital Health |
Wearable Devices |
Medical Cyber-Physical Systems |
Applied Machine Learning |