Alireza Mahdavi
Project Associate @EXP
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WORK HISTORY
Project Associate @EXP
Brampton, ON, CA
Build and run ML models with indoor environmental data to predict moisture damages of concrete envelopes/slabs in retail buildings to reduce annual repair costs by up to $500k. • Develop Python text mining and natural language processing (NLP) algorithms to create databases from client reports and gain insight regarding the quality/performance of the contractors’ products. • Develop Deep Learning computer vision algorithm by convolutional neural networks (CNN) to distinguish images of different glazing systems including curtain walls, sliding/swing doors, and awning/casement/fixed windows. • Assist project managers to automate budget estimations for their projects to increase their savings and company benefits. • Coordinate with PMs/staff to run site testing for building data collection and analysis
EDUCATION
University of Toronto
Doctor of Philosophy (Ph.D.), Civil Engineering
Sharif University of Technology
Bachelor of Science (B.Sc), Chemical Engineering
Concordia University
Master of Applied Science (M.A.Sc), Civil Engineering
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