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Samaneh-shn/README.md

Hi there! 👋

💫 I'm Samaneh, a Data Scientist & Frontend/UI Developer

I build data-driven tools, dashboards, and interactive web interfaces that turn complex information into clear, usable insights.

🔍 My work combines data science, machine learning, frontend development, and UI design. I enjoy building practical tools that help users explore data, understand patterns, and make better decisions.

💼 As an independent software and data developer, I have worked on projects involving business intelligence, GIS and spatial analysis, social media analytics, predictive modeling, visualization, and educational technology.

🌐 I am especially interested in user-facing technology — dashboards, learning tools, visual reports, and interactive systems that are not only technically functional, but also clear, accessible, and easy to use.

📊 My project focus includes:

  • Data analysis and visualization
  • Machine learning and predictive modeling
  • Dashboard and reporting systems
  • Frontend/UI development
  • GIS and spatial data tools
  • Educational and learning-support technologies
  • Interactive web-based tools for non-technical users

💻 Technical Skills

  • Data Science & Analysis: Python, R, SQL, Julia
  • Machine Learning: scikit-learn, pandas, NumPy, forecasting, classification, regression
  • Visualization: Matplotlib, Plotly, dashboards, charts, maps
  • Frontend/UI: HTML, CSS, JavaScript, responsive interfaces, UI layouts
  • Creative / Interactive Tools: p5.js, Unity, C#
  • Other Programming: C++, Lua

🚀 What I enjoy building

I like projects where data, design, and usability meet — for example, dashboards that make analysis easier, interfaces that help users understand information faster, and learning tools that support students beyond the classroom.

📚 Currently exploring

Human-Computer Interaction, educational technology, user-centered design, AI-assisted learning tools, and better ways to evaluate how people interact with digital systems.


📫 Let's Connect

Email Website LinkedIn X GitHub

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  1. GS-ChatGPT GS-ChatGPT Public

    The objective of this project was to conduct a comprehensive analysis of research papers related to ChatGPT by scraping data from Google Scholar. The dataset obtained consisted of numerous research…

    Jupyter Notebook 3

  2. Reddit-ChatGPT Reddit-ChatGPT Public

    This project delves deep into the dynamics of the "ChatGPT" subreddit, utilizing a vast dataset scraped from Reddit, encompassing all posts and comments within the said subreddit. The study meticul…

    Jupyter Notebook 1

  3. Samaneh-shn Samaneh-shn Public

    My personal repo

  4. samaneh-shn.github.io samaneh-shn.github.io Public

    Portfolio

    HTML