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General Information

Full Name Pooriya Jamie
Email pooriya.jamie@gmail.com
Website https://pooriya-jamie.github.io/
Location Tehran, Iran

Education

  • B.Sc. in Computer Science
    Amirkabir University of Technology (Tehran Polytechnic)

Publications

  • Indian Stock Market Prediction using Augmented Financial Intelligence ML
  • Utilizing ChatGPT in a Data Structures and Algorithms Course A Teaching Assistant’s Perspective
  • Emotion-aware Musical Recommendation System using Contextual Analysis

Research Experience

  • Research Intern
    University of Twente
    • Focused on developing an AI-assisted assignment assessment system that measures how much feedback has been applied in the final assignment. Utilized generative AI, specifically ChatGPT, to provide constructive feedback to students and improve areas in their assignments.
  • Research Assistant
    Amirkabir University of Technology (Tehran Polytechnic)
    • Exploring various deep learning architectures, such as CNNs, RNNs, and GANs, to handle imbalanced datasets in fraud detection tasks. Currently working as an RA in the NORC Lab.
  • Research Assistant
    Tehran Institute for Advanced Studies (TeIAS)
    • Analyzed the potential of ChatGPT in research and teaching domains, focusing on its influence on educational practices. Conducted studies, including surveys and interviews, to understand ChatGPT's adoption and utilization by educators.
  • Research Assistant
    University College London (UCL)
    • Developed a novel music recommendation system using contextual analysis of song lyrics. Focused on extracting sentiment-rich summaries from song lyrics using a combination of unsupervised and supervised techniques, including Text-Ranking, Bert-Extractive-Summarizer, and GPT-3.5 insights.
  • Research Intern
    University College London (UCL)
    • Enhanced machine learning infrastructure and led literature review. Developed a platform for forecasting financial trends in the Indian market using machine learning techniques.

Teaching Experience

  • Data Structures and Algorithms Head
  • Numerical Calculations
    Tehran Polytechnic
  • Foundation of Numerical Analysis
    Tehran Polytechnic
  • Data Structures and Algorithms
    Sharif University of Technology
  • Algorithmic Game Theory
  • Principles and Techniques in Data Science
    Sharif University of Technology
  • Data Mining
    Tehran Polytechnic
  • Data Structures and Algorithms Head
    Tehran Polytechnic
  • Linear Algebra
    Sharif University of Technology
  • Algorithmic creativity and Python programming
    Sharif University of Technology
  • Data Structures and Algorithms
    Tehran Polytechnic
  • Foundation of Combinatorics
    Tehran Polytechnic
  • Introduction to Computer and Programming
    Tehran Polytechnic
  • Advanced Programming & Workshop
    Tehran Polytechnic

Research Interests

  • AI in Education
  • Data mining and Data Science Applications in Social Good
  • Machine learning
  • Computer Vision and Image Processing
  • Artificial Intelligence
  • Human-computer interaction (HCI) and Human-AI interaction
  • Designing intelligent systems
  • Visualizing information
  • Educational Data Mining
  • LLMs in Education
  • Learning Analytics
  • student modeling

Skills

  • Analytical Problem-solving
  • Machine Learning Algorithms
  • Deep Learning Techniques
  • Data Preprocessing and Visualization
  • Optimization Techniques
  • Feature Extraction and Image Recognition
  • Quantitative Data Analysis
  • Statistical Modeling
  • Web Development
  • Human-Computer Interaction (HCI)
  • Communication Skills
  • Teamwork and Collaboration

Practical Skills

Machine Learning libraries TensorFlow,PyTorch,scikit-learn
Computer Vision libraries OpenCV
Data manipulation and analysis libraries NumPy,Pandas
Data visualization libraries Matplotlib,Seaborn
Deep Learning frameworks Keras
Programming languages Python,C,C++
Web Development HTML,CSS,JavaScript