Ethan Stanks

Data Scientist Utilizing Software Engineering for Powerful Data Analysis and Machine Learning!


Projects

Machine Learning

Drone Crash Classification

  • Computer Vision
  • Flask Label GUI
  • YOLOv8 Classification Pipeline
Project Page Coming Soon...

FaceCraft

  • Computer Vision
  • Generative Adversarial Networks
  • Realistic Face Generation
Project Details

Violence Classifier

  • Computer Vision
  • VGG16 Architecture
  • Picture and Video Classifier
Project Details

Film Seeker

  • Natural Language Processing
  • Recommend Movies
  • Cosine Similarity of Descriptions
Project Details

Disc-Emojify

  • Natural Language Processing
  • Text-to-Emoji Conversions
  • TensorFlow LSTM Model
Project Details

Data Science

Titanic Prediction

  • Passenger Survival Predictions
  • Scikit-learn KneighborsClassifier
  • Paper Analysis on Survival Data
Project Details

YouTube Channel Data Analysis

  • Web Scraping YouTube Channels
  • Matplotlib Statistical Models
  • Paper Analysis on Video Metrics
Project Details

Software Engineering

Cranny Android App

  • Created Social Media System
  • Setup Google Authentication
  • Managed Database with Firebase
Project Details

Winsock Chat Room

  • Winsock API Chat Room
  • TCP and UDP Protocols
  • Multithreaded Client
Project Details

Conway's Game of Life

  • Windows .NET Application
  • Universe Management System
  • Universe Boundary Behavior
Project Details

Blackjack

  • C# Console Application
  • OOP Architecture
  • Multiple Players and Betting
Project Details

Video Game Development

Cupid's Debut

  • Godot4 2D Engine
  • Auto-shooter Game
  • Valentine's Day Game Jam 2024
Project Details

Game Engine Development

  • Created Particle System
  • Handled Windows Input
  • Drew AABBs and Frustum Planes
Project Details

Vulkan Renderer

  • Vulkan API OOP Renderer
  • Direction and Ambient Lighting
  • Run-Time File I/O Parsing
Project Details

Forecast Armageddon

  • Unity 3D Engine
  • Developed Core Components
  • Handled Game Event Systems
Project Details