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rezaqeta/README.md
created updated
2025-08-23T07:50
2025-08-23T07:50

πŸ‘‹ Hi, I'm Reza Qata

πŸš€ About Me

  • πŸ”­ I'm currently working on Policy Research at Sharif University of Technology
  • 🌱 I'm currently learning Advanced Data Science and Machine Learning
  • πŸ‘― I'm looking to collaborate on Cognitive Science and Policy Research projects
  • πŸ€” I'm looking for help with Large-scale data modeling and semantic search optimization
  • πŸ’¬ Dragged by Cognitive Science, Philosophy, Data Analysis, and Policy Research
  • πŸ“« How to reach me: [email protected]

πŸŽ“ Education & Background

  • M.A. in Cognitive Science (Mind, Brain, and Education) - Institute for Cognitive Science Studies (ICSS)
    • Thesis: Evaluating the Impact of Semantic Search on Cognitive Productivity among Researchers
  • B.A. in Philosophy - Shahid Beheshti University

πŸ’Ό Professional Experience

  • Researcher - Sharif University of Technology Policy Research Institute (April 2023 – Present)
  • Collaboration with Institute for Sustainable Industry and Development (TANA)
  • English Language Instructor & Translator

πŸ› οΈ Tech Stack

Programming & Data Science

Python SQL PostgreSQL Jupyter

Libraries & Frameworks

Pandas NumPy FastAPI

Tools & Platforms

Docker Git Linux LM Studio

Research & Analysis

Experimental Design Statistical Analysis Data Modeling

πŸ“Š GitHub Stats

GitHub Stats
GitHub Streak
Top Languages

πŸ† Featured Research Projects

Description: Experimental study comparing Google Scholar vs semantic search platforms (Exa, Consensus) with 40 participants.

  • Methods: Paas Cognitive Load Questionnaire, custom logging tools
  • Analysis: t-test, ANCOVA, Mann-Whitney, multivariate regression
  • Impact: Guidelines for implementing semantic search in digital libraries
  • Status: Peer-review preparation

Description: Comprehensive industrial policy analysis and development for Kish Free Zone (2024).

  • Tech Stack: Python, PostgreSQL, Policy Text Analysis
  • Methods: Data-driven policy research, stakeholder analysis
  • Client: Kish Free Zone Organization
  • Outcome: Strategic policy recommendations implemented

Description: Advanced PostgreSQL database design implementing Adjacency List and Materialized Path patterns.

  • Tech Stack: PostgreSQL, Data Modeling, ETL
  • Features: Employee-unit hierarchies, analytical reporting queries
  • Patterns: 3NF normalization, recursive CTEs, indexing optimization

Description: Mathematical modeling of population growth and SIR epidemiological models.

  • Tech Stack: Python, PostgreSQL, Statistical Analysis
  • Models: Population dynamics, disease spread simulation
  • Output: Data-driven insights for policy recommendations

πŸ”¬ Research Areas & Interests

  • Educational Policy with Social Psychology Approach
  • Philosophy of Science and Epistemology
  • Graph Theory and Complex Data Modeling
  • Social Network Analysis and Dynamic Systems
  • Data-Driven Policy Research and Evidence-Based Decision Making
  • Cognitive Productivity and Cognitive Load Reduction Tools
  • Semantic Knowledge Graphs and Applications in Social Research
  • Civic Tech – Computational Tools for Social and Civic Domains
  • Human-Computer Interaction (HCI) Based on Cognitive Science

πŸ“ˆ Current Research Projects

πŸ”¨ Active Projects:

  • Iranian Microelectronics Sector Analysis - Discourse building and promotion strategies
  • National Charity System Redesign - Legal-governance framework within Iran's social security policies
  • Arvand Industrial Policy Package - Strategic development planning (2023)
  • Value Planning & Strategic Roadmapping - Ghadir International Industries (March 2024)

πŸ“š Learning & Development:

  • Advanced Machine Learning applications in Policy Research
  • Large Language Models for semantic knowledge extraction
  • Network Analysis for social policy evaluation
  • Experimental Design optimization for cognitive studies

πŸ’‘ Technical Expertise

research_profile = {
    "methodology": ["Experimental Design", "Statistical Analysis", "Qualitative Research"],
    "data_skills": ["ETL Pipelines", "Database Design", "Data Visualization"],
    "policy_analysis": ["Stakeholder Mapping", "Impact Assessment", "Strategic Planning"],
    "cognitive_science": ["Cognitive Load Assessment", "User Experience Research", "HCI"],
    "philosophy": "Bridging theoretical frameworks with practical applications"
}

πŸ“ˆ Contribution Graph

Contribution Graph

πŸ”₯ GitHub Trophies

GitHub Trophies

🀝 Let's Connect

LinkedIn Email Twitter GitHub Letterboxd

πŸ“‹ Professional Summary

  • πŸ’Ό Currently: Researcher at Sharif University Policy Research Institute
  • 🎯 Goals: Advancing cognitive science applications in policy research and social innovation
  • 🌍 Location: Tehran, Iran

🧠 Cognitive Science Meets Policy Research

"Understanding human cognition to design better policies and social systems"

πŸ“Š Data-Driven Decision Making

"Every policy should be grounded in solid empirical evidence"

🌐 Interdisciplinary Approach

"The most complex problems require diverse perspectives and methodologies"


Built with by Reza Qata

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