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ralstonraphael/README.md

Hi there 👋, I'm Ralston Raphael

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I'm a Computer Science major and Applied Mathematics minor at Trinity College with a strong passion for Data Science. I'm currently building my skills in Machine Learning and Deep Learning. In addition to AI, I'm also diving into Roblox Game Development fueled by my decade-long love for the platform.

📍Recent Work

I'm currently developing Stone Scraper, a modular web intelligence tool that automates the extraction and transformation of unstructured web data into clean, structured insights. Built using Streamlit, Selenium, Langchain, and BeautifulSoup, the project integrates AI-powered parsing and an interactive interface to assist analysts, researchers, and developers in retrieving real-time, organized web data—one page at a time. Originally developed for local use, I'm now exploring the OpenAI API to deploy it through the cloud so that others can access its features remotely.

🚀 Tech Stack

Programming Languages

Python HTML5 Lua Java

Machine Learning

TensorFlow NumPy Pandas Matplotlib Scikit-learn PyTorch

Databases

GitHub Pages PostgreSQL DBeaver

Software and Tools

Git GitHub Desktop Jupyter VS Code PyCharm Streamlit Ollama OpenAI API Excel PowerPoint Tableau Kaggle Canva Figma Google Colab Notion Leetcode

📌 Top Projects

All Projects

📊 Current Stats

📈 Activity Graph


Credit: amangupta143 • Last updated: April 10, 2025

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  1. SQL_Data_Job_Analysis SQL_Data_Job_Analysis Public

    📊 Data Analyst Job Market Analysis: A SQL-powered exploration of in-demand skills & salary trends for data analysts. Features PostgreSQL queries, Tableau visualizations, and actionable insights for…

    1

  2. Ralston_Ethan_DataStory Ralston_Ethan_DataStory Public

    Mapping Change: Advancing Housing Equity and Stability in Connecticut's Communities

    HTML 1 2

  3. Water_Access_ML_Project Water_Access_ML_Project Public

    This project analyzes life expectancy data from the World Health Organization (WHO), sourced from Kaggle. The dataset spans 183 countries across 6 regions, covering metrics such as life expectancy,…

    Jupyter Notebook 1

  4. Stone_Scraper Stone_Scraper Public

    Stone Scraper is an AI-powered tool for automated web data extraction. Built with Streamlit, Langchain, and Selenium to transform unstructured web content into clean, actionable insights. CURRENTLY…

    Python 4