Mahine Leanring Researcher
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Passionate about data and machine learning, with background/Interest in:
|-- Machine/Deep Learning
|-- Reinforcement Learning
|-- Image & Signal Processing
|-- Computer Vision, NLP, and Transformers
|-- IoT/Edge AI, ROS/Robotics, 2D/3D SLAM, and Autonomous Navigation
|-- 3D Reconstruction & Point Cloud Segmentation
|-- Python, C++, R, and Matlab
Graduate Research & Teaching Assistant Sep 2019 - Present
University of British Columbia, Vancouver, BC, Canada
· Designed & developed autonomous ground vehicles from scratch using JetsonNano, ROS, and Arduino
· Developed 2D & 3D LiDAR-based SLAM algorithms for collision-free navigation, mapping, and assessment
· Developed several vision-based models and frameworks for damage detection and quantification
· Developed ChatGPT-based generative robotics for structural health monitoring
Research Associate (Remote) Aug 2017 - Sep 2020
University of Nevada, Reno, NV, USA
· Developed deep learning models for structural health monitoring using extremely compressed data
· Conducted a comprehensive study of deep learning applications in structural health monitoring
Graduate Research & Teaching Assistant Aug 2014 - Jul 2017
North Dakota State University, Fargo, ND, USA
· Designed and implemented active/semi-active vibration control algorithms using artificial intelligence
· Developed machine learning-based damage detection algorithms for bridges using time-series data
Graduate Research Assistant Sep 2009 - Dec 2011
Iran University of Science and Technology, Tehran, Iran
· Developed new optimization algorithms for the seismic design of structures
Ph.D., Civil Engineering (Structural & Earthquake — Machine Learning) Sep 2019 - Oct 2023
University of British Columbia, Vancouver, BC, Canada
M.Sc., Computer Science (Machine Learning) Jan 2022 - May 2024
Georgia Institute of Technology, Atlanta, GA, USA (Online)
Master of Business Administration (MBA) Jan 2020 - Dec 2020
Quantic School of Business and Technology, Washington, DC, USA (Online)
M.Sc., Civil Engineering (Structural & Earthquake) Aug 2014 - July 2017
North Dakota State University, Fargo, ND, USA
