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Work Background
CareMateSenior Data Scientist
Jul. 2022San Francisco Bay Area• Building product machine learning model training and deployment infrastructure
• Training YOLO and CNN based neural networks to detect heart arrhythmias such as atrial fibrillation and ventricular tachycardia in senior patient population
• Writing documentation, running analysis, and handling diligence of product machine learning platforms for FDA filing
Sparta ScienceMachine Learning Engineer
Apr. 2020 - Jun. 2022San Francisco Bay Area• Training and deployment of client facing models for injury risk assessment and fitness improvement • Ground up construction of client facing injury/fitness models deployment infrastructure • Model training and infrastructure for biomechanical calculations and metrics
Loop TeamData Scientist
May. 2019 - Apr. 2020San Francisco Bay Area• Implemented data processing, training, and inference codebase for tracking metrics and maintenance of meeting insight extraction models for Electron App • Collaborated with Stanford Research Institute Data Science graduates leveraging different NLP techniques, including statistical methods and deep learning
• Applied modeling methods including decision trees, ensemble, and pretrained neural networks • Built automated product analytics data pipeline using Google data infrastructure
FiskkitData Science Intern
Mar. 2019 - May. 2019San Francisco Bay Area
SAG-AFTRASoftware Engineer
Sep. 2017 - Jun. 2018Greater Los Angeles Area• Full stack web development using PHP, JavaScript, HTML, and CSS
• Developed custom modules and maintained existing modules on the Drupal framework
• Took specifications, built, and tested features for internal business users and IT Staff
• Collaborated with business and communications teams to redesign front end of primary, public facing SAG-AFTRA web application used by over 500,000 active, acting professionals
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