S. M. Sadegh Hejazi

I am experienced in leveraging agile frameworks to provide a robust synopsis for high level overviews. Iterative approaches to corporate strategy foster collaborative thinking to further the overall value proposition.

Education

Interests

I am generally excited about all sorts of Artificial Intelligence areas. But I listed some subjects I like more:

• • Machine Learning, Deep Learning
• • Data & Web Mining 
• • Big Data & Data Analytics 
• • Data Science 
• • Computer Vision 
• • Sentiment Analysis 
• • Time Series Forecasting 
• • Image Processing & Computer Vision 
• • Fog & Cloud Computing 
• • Internet of Things 
• • Natural Language Processing 
• • Optimization and Metaheuristic Algorithms  

Publications

Experience

Selected Projects

• Face recognition using sparse classification and SVD face
• Face recognition using the combination of WSRC and SVD face
• A multi-scale 3D Otsu thresholding algorithm for medical image segmentation
• Blur removal in Graphic Images Using Wavelet Transform
• Image categorizing method using Sparse Coding (Swift and ANN)
• Object Classification using the deep convolution neural network (CNN)
• Segmentation of images using the QEM method
• Designing Near-Optimal Forest Road Project using Meta-Heuristic Algorithms and Construction Simulation by Terrestrial Laser Scanner and Feasibility Using of Ground-Penetrating Radar Data
• Combine patterns for Vehicle Detection based on video processing
• Solving optimal control problems by Support Vector Machine techniques
• A global optimization algorithm for linear fractional programming
• Adaptive lexicon learning using Genetic Algorithm (ALGA) for Sentiment Analysis of microblogs
• Application of Classification for Credit Risk Management based on Artificial Neural Network (ANN) and Decision Tree (DT)
• CRM in the banking industry using data mining (PSO and ANN)
• Collecting data in the Internet to make a dataset through Web Scrapping techniques
• Construction Scheduling using GA based on Building information Model
• Customer Loss Prediction Using New and Dynamic Indicators in the Telecommunication Industry of Mazandaran Province with LS-SVM Algorithm Based on Ante Lion Optimization Algorithm
• Detecting interlingual linguistic plagiarism with graphical knowledge of the knowledge and the continuous space of the language
• Discover fraud in car insurance using an Fuzzy C-Means algorithm (FCM)
• Finding Fuzzy rules using data mining techniques
• Identify an attack on an e-mail server using behavior analysis
• Job Scheduling in cloud computing environment using Gravity Algorithm (GA) and Particle Swarm Optimization (PSO)
• New optimal method for identifying effective people in online social networks
• Optimal portfolios selection based on stock liquidity in Tehran Stock Exchange using Genetic Algorithm
• Optimization of Facility Lending and Credit Risk reduction for customers using combined neural network optimization and Whale algorithm
• Prediction of Customer Loss Using Data Mining Techniques: Based on Support Vectors Machine and Genetic Algorithms
• Provides a hybrid Modified Genetic and Whale algorithm for solving optimization problems
• Reduced overlap at the viewing angle of nodes of wireless multimedia sensor networks using the Firefly algorithm (FA)
• Solve open workshop scheduling using an improved Genetic Algorithm (GA) and Whale Algorithm (WA)
• Solving Optimal control problem using Whale algorithm (WA)
• Solving constrained optimization problems using the Whale optimization algorithm (WA)
• Solving flexible workshop scheduling problems using the Whale algorithm (WA)
• Solving the VM Placement Problem to reduce energy consumption and reduce migration in Cloud with Whale Algorithm (WA)

Certificates

• Neural Networks and Deep Learning

  View Certification.

  26/03/2018
  100/100

• The Arduino Platform and C Programming

  View Certification.

  06/05/2018
  100/100

• Structuring Machine Learning Projects

  View Certification.

  17/06/2018
  100/100

• Improving Deep Neural Networks: Hyper-parameter tuning, Regularization and Optimization

  View Certification.

  01/05/2018
  100/100

• Introduction to the Internet of Things and Embedded Systems

  View Certification.

  07/04/2018
  100/100

Skills

• Visual Studio: C#, ASP.Net/MVC/Core
• Python, MATLAB, R
• Windows, Linux
• Scikit-learn, Tensorflow, Keras
  
• SQL/SQL Server
• SPSS
• MQL4/MQL5

• Analytical & problem solving
• Team working
• Project management
• Data management
  
• Team leadership
• Writing and presentation
• Self-motivated

Awards & Certifications

• Ranked 1st among graduated M.S. students of Software Engineering major, PARDISAN HIGHER EDUCATION INSTITUTE, 2017