Welcome to my website! I’m Sina, a dedicated Ph.D. candidate in the Department of Civil & Environmental Engineering at Northeastern University. My research focuses on the application of smart city technologies, particularly in Structural Health Monitoring, where I aim to make a meaningful impact using cutting-edge methodologies.
With a B.Sc. in Civil Engineering from Shiraz University (2014), an M.Sc. in Structural Engineering from Amirkabir University of Technology (2017), and a second Master’s in Smart Cities from the University of Central Florida (2023), I have developed a strong foundation in engineering principles and advanced research techniques. My work integrates machine learning, artificial intelligence, and non-contact sensing methods to optimize structural and mobility monitoring systems.
I have +4 years of experience in leveraging AI and ML frameworks to enhance smart sensing technologies. My skills in data analysis, project management, and evidence-driven decision-making empowers me to create innovative solutions for real-world problems in smart cities and structural health monitoring.
Software and Programming
Python (Tensorflow, PyTorch, Keras, OpenCV, Scikit-Learn, Numpy, Pandas, Matplotlib, Seaborn)
MATLAB
FLORIS
ArcGIS, arcpy
Bash
Git
Skills
ML (Decision Trees, RF, SVM, KNN, ANN).
Deep Learning (RNN, CNNs, LSTM, GNN, Transformers).
Statistical Analysis, Regression
Clustering and Classification
Time-series Forecasting
Data Assimilation
Selected Coursework
Machine Learning and Pattern Recognition
Time Series and Geospatial Data Sciences
Reinforcement Learning
Computer Vision
3D Computer Vision
Image Processing
System Identification