Facial Expression Recognition
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Exploratory Data Analysis (Jupyter Notebook 1)
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Data Preprocessing (Jupyter Notebook 2)
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Model Training and Analysis (Jupyter Notebook 3)
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Real-time Facial Expression Recognizer (Jupyter Notebook 4)
Visualization of Airbnb's presence in city of Vancouver
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Data Visualization in Tableau (Tableau Dashboard on Tableau Public)
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Data Cleaning (Jupyter Notebook)
Handwritten Digit Recognizer with MNIST Data Set
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Model training, comparison and analysis (Logistic Regression, KNN, Decision Trees, Random Forests, SVM, Gradient Boosting) *
Analyzing data from previous US presidential elections
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EDA and Data Cleaning *
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Statistical analysis and data visualization *
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Statistical modeling, model selection and interpretation *
Trip data form BIXI, Montréal's bike sharing system
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Basic SQL Queries on MySQL Workbench *
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Data visualization and reporting using Tableau and Microsoft Excel *
JOURNAL PAPERS:
Modification of DIRECT [Global Optimization Algorithm] for High-Dimensional Design Problems [in MATLAB]
Arash Tavassoli, Kambiz Hajikolaei, Soheil Sadeqi, G. Gary Wang, and Erik Kjeang
Journal of Engineering Optimization, Vol 46, 2014 (Link)
Effect of Catalyst Layer Defects on Local Membrane Degradation in Polymer Electrolyte Fuel Cells
Arash Tavassoli, Chan Lim, Joanna Kolodziej, Michael Lauritzen, Shanna Knights, G. Gary Wang and Erik Kjeang
Journal of Power Sources, Vol 322, 2016 (Link)
THESES:
Optimization of Active Flat‐Plate Solar Collectors Using Genetic Algorithm
Bachelor of Science dissertation, School of Mechanical Engineering, University of Tehran, 2011
Investigating the Local Membrane Degradation Mechanisms in PEM Fuel Cells
Master of Applied Science dissertation, School of Mechatronic Systems Engineering, Simon Fraser University, 2014