Reza Barzegar Nozari

Reza Barzegar Nozari Email and Phone Number

PhD Candidate in Computer Engineering | Exploring Knowledge Graph Enrichment & Graph Neural Networks | Data Science & ML Researcher @ University of Isfahan
Reza Barzegar Nozari's Location
Isfahan, Isfahan Province, Iran, Iran, Islamic Republic of
About Reza Barzegar Nozari

I am a PhD candidate in Computer Engineering, specializing in Software Technology. With a Master's degree in AI and Robotics, and extensive experience as a Data Scientist and Machine Learning researcher, I am passionate about solving complex problems at the intersection of artificial intelligence, machine learning, and advanced recommendation systems.My current research explores Knowledge Graph Enrichment and Graph Neural Networks to push the boundaries of recommendation engines. This work involves innovative approaches to data modeling, enabling more personalized and accurate recommendations across various domains.In addition to my academic endeavors, I have hands-on experience in data science, machine learning algorithms, and predictive modeling, having worked on real-world applications in both industry and research environments.Key Skills: Knowledge Graph Enrichment Graph Neural Networks (GNNs) Artificial Intelligence & Machine Learning Data Science & Predictive Analytics Recommendation Systems Research & Academic WritingI'm always open to collaboration, whether it's in academic research, industry partnerships, or consulting. Feel free to reach out if you are interested in exploring opportunities together!

Reza Barzegar Nozari's Current Company Details
University of Isfahan

University Of Isfahan

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PhD Candidate in Computer Engineering | Exploring Knowledge Graph Enrichment & Graph Neural Networks | Data Science & ML Researcher
Reza Barzegar Nozari Work Experience Details
  • University Of Isfahan
    Phd Candidate In Computer Engineering (Software Technology Group)
    University Of Isfahan Sep 2024 - Present
    Isfahan, Isfahan Province, Iran
    Knowledge Graph Enrichment, Graph Neural Networks, and Recommendation Systems
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  • Freelance
    Data Science & Machine Learning Researcher
    Freelance Oct 2021 - Present
  • Self-Employed
    Machine Learning Researcher
    Self-Employed Oct 2017 - Nov 2021
    Iran
    After starting to study M.Sc. of AI and Robotics, I have also started to research Machine Learning in some subjects titled, including:01. Studying Machine Learning algorithms used in Recommendation Engines in Tourism Domain.02. Examining Artificial Neural Network Algorithms such RBF and Hopfield in Authentication.03. Image Segmentation applying Fuzzy Clustering and Artificial Bee Colony Optimization.04. Researching on ways to deal with Cold Start Problem Recommender Systems.05. Enhancing Fuzzy C-means clustering algorithm by applying Evolutionary Algorithms including Genetic Algorithm (GA) and Imperialist Competitive Algorithm (ICA).06. Comprehensive Study on Recommender Systems.07. Comprehensive Study on Clustering Algorithms.08. Studying and researching Pattern Recognition of Users' Behavior from Click Stream data of Alibaba e-commerce site.09. Investigating the application of Machine Learning methods for data pre-processing including Data Cleaning, Missing Data, Data Extraction, Data Dimensional Reduction, etc.10. Deep Learning efficiency to enhance the quality of the recommendation.
  • The Ivan
    Data Scientist
    The Ivan Dec 2020 - Oct 2021
    Tehran, Iran
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  • Shomal University
    University Researcher
    Shomal University Sep 2017 - Apr 2021
    Āmol, Mazandaran, Iran
    During studying M.Sc. of AI and Robotics at Shomal University, I researched some subjects which their titles are mentioned below:01. Developing a Novel Group Recommender System and Presenting a Method for applying Influences of people in Groups.02. Researching on the efficiency of Artificial Bee Colony Algorithm into Power Allocation in Cognitive MIMO-OFDM System.03. Studying the relationships of people inside Social Groups.04. Examining the effect of users' Opinions in estimating their trust levels and introducing a Trust Computation Method in the recommender systems based on that.05. Research on combining PCA and ANN for improving Face Recognition respecting the central areas of the face.06. Studying the power of Ant Colony Optimization algorithm in enhancing the quality of QoS-based Web Service selection.07. Examining on applying Fuzzy Association Rules and Decision Tree for Automatic Image Annotation.08. Presenting a method to build Trust Network between users and recommend for enhancing the recommendation engine.
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Reza Barzegar Nozari Education Details

Frequently Asked Questions about Reza Barzegar Nozari

What company does Reza Barzegar Nozari work for?

Reza Barzegar Nozari works for University Of Isfahan

What is Reza Barzegar Nozari's role at the current company?

Reza Barzegar Nozari's current role is PhD Candidate in Computer Engineering | Exploring Knowledge Graph Enrichment & Graph Neural Networks | Data Science & ML Researcher.

What schools did Reza Barzegar Nozari attend?

Reza Barzegar Nozari attended Shomal University, University Of Isfahan, Islamic Azad University.

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