Explore four unique PC games, each with distinctive gameplay mechanics and features. From classic arcade experiences to innovative interactive applications. The site showcases not only game development but also live data analytics, statistical reporting, and machine learning insights - highlighting a portfolio of coding and data science.
Comprehensive performance tracking and visualization
The analytics system provides deep insights into player performance, helping identify patterns, strengths, and areas for improvement. All data is visually presented through interactive charts and comprehensive statistics.
View Plane Analytics DashboardTo view live analytics data, the Python server is now hosted live on Render:
# Live Backend API Endpoint
https://flappy-analytics.onrender.com
# Database: PostgreSQL (Supabase Cloud)
Play the Plane game first to generate analytics data
From raw data to predictive insights with statistical bootstrapping
This comprehensive analysis transforms 300 game sessions into strategic insights through statistical bootstrapping and machine learning, enabling data-driven game design and player behavior understanding.
View ReportAnalytics with machine learning insights:
# Methodology Overview
Original Data: 300 game sessions
Training Set: 250 sessions → Bootstrap
Test Set: 50 sessions (holdout)
Augmented Data: 10,000 sessions
ML Models: Random Forest, XGBoost
Clustering: K-means (3 clusters)
Features: EDA, Predictive Modeling, Player Segmentation
No server required - Pure R/Quarto analysis
Classic arcade reimagined with modern visuals
A modern take on the classic Snake game with neon aesthetics, power-ups, and challenging obstacles. Navigate your snake to collect food while avoiding collisions with walls, yourself, and obstacles.
Fly, shoot, and survive in this aerial challenge
A dynamic side-scrolling game where you control a plane navigating through obstacles, collecting coins, and shooting UFOs. Balance flight control with strategic shooting to maximize your score.
Musical creativity meets casual gaming
A dual-application combining a fully functional web piano with an engaging cat jumping game. Create music with the virtual piano or test your reflexes with the endless runner game.
Classic arcade action with modern power-ups
A vibrant brick breaker game with neon aesthetics, multiple power-ups, and progressive difficulty. Break all bricks while managing multiple balls and utilizing special abilities to advance through levels.