Welcome to My GitHub Profile! 🚀

👋 Hi, I'm @TabithaSW.

About Me

👀 I'm passionate about Data Science, Web and App Development, Statistical Analysis, Machine Learning, and Video Games!.
🎓 I am an MSU graduate with a bachelor's degree in Data Science as of May, 2023.
🌱 Skilled in Python, C++, SQL, and R, and familiar with Flask and Django frameworks.
💞️ Looking to collaborate on Software Development, Game Design, or Data Science Projects, with a focuse on my personal projects.

Personal Favorite Projects:

Data Forge Fusion

Data Forge Fusion is a versatile toolkit designed for data conversion, analysis, and visualization. It supports various file formats including XML, CSV, Excel, and JSON, allowing for seamless conversions. With integrated features like data preview, merge capabilities, detailed data summaries, and custom plot creation, it simplifies data manipulation tasks, making it a go-to application for data enthusiasts.

Sentiment Analysis on Steam Reviews

I'm currently working on a Sentiment Analysis project focused on Steam reviews. This project aims to extract and analyze user sentiments from game reviews on Steam, leveraging natural language processing (NLP) techniques. The goal is to uncover insights into player feedback and preferences, aiding developers in enhancing game quality based on player reception.

Collaboration and Contact

💼 I’m looking to collaborate on Software Development, Game Design, or Data Science projects.
📫 How to reach me: Email me at [email protected]!

Let's connect and collaborate on exciting projects together! 🌟

Tabitha SW's Projects

auto-py-to-exe

Converts .py to .exe using a simple graphical interface

data_forge_fusion

Creating a file conversion tool that allows users to select XML, PARQUET, CSV, EXCEL, or JSON files and create a new version in their file type choice. Users can connect to Teradata, query, and download data in specified formats. Users can merge, visualize, or preview data for analysis.

database_create

Creating a database management system that takes in SQL statements and generates custom databases, tables, views, e.t.c

ml_models_tutorials

Making various ML models using PyTorch and Tensorflow. Starting with Image Classification models (CNN) to Decision Trees, Regression, e.t.c.

rest-api-samples

Samples for the Tableau REST API

steam_sentimentanalysis

Tool designed to analyze user reviews on Steam, the popular gaming platform. Unlike Steam's existing algorithm, which simply categorizes reviews as positive or negative based on overall ratings, this project delves deeper. It examines individual reviews to determine the sentiment expressed by players toward each game.