Shaghayegh Reza
Postdoctoral Researcher @University Health Network
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WORK HISTORY
Postdoctoral Researcher @University Health Network
Toronto, ON, CA
Develops machine learning models and MLOps workflows for AIRCHECK, an open platform accelerating hit discovery in drug development. Focuses on processing high-dimensional chemical data, building robust predictive models, and ensuring reproducibility through scalable infrastructure.
EDUCATION
Amirkabir University of Technology - Tehran Polytechnic
Master of Science (MSc)
Amirkabir University of Technology - Tehran Polytechnic
Doctor of Philosophy - PhD
Amirkabir University of Technology - Tehran Polytechnic
Bachelor's degree
SKILLS
ABOUT SHAGHAYEGH REZA
With over 14 years of experience in machine learning, data analysis, neural networks, deep learning, research, and the implementation of state-of-the-art methods, as well as expertise in pattern recognition, signal processing, programming, and artificial intelligence, I am confident that my knowledge, experience, talent, and teamwork skills will prove valuable to companies seeking an experienced machine learning engineer, researcher, and developer for their cutting-edge projects. The following are highlights of my qualifications: • Product-focused research and programming experience in ML software development and data analysis • Deep knowledge of machine learning, data science, deep neural networks, pattern recognition, signal processing, and statistical modeling achieved from hands-on experience, courses, workshops, and licenses • Extensive work experience in preprocessing, cleansing, filtering, enhancing and standardizing data, extracting and selecting proper features, extracting patterns from them, fitting models, and using them for recognition and visualization • Expert in surveying techniques, implementing new methods, defining road maps, and preparing technical reports • Experienced in maintenance and troubleshooting of products to match the client\'s needs. • Published 14 papers in machine learning and data science, supervised B.Sc. theses, taught in workshops and university • Honored by the national elite foundation, praised with the best researcher & first Ph.D. student awards, … • Strong technical, problem-solving, and decision-making skills. Ability to multitask and prioritize workload • Highly adaptive and exceptional team player with quick learning ability to master and apply new concepts
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