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A full-stack paper trading platform where users can simulate real stock market investing with virtual currency, live market data, and multi-portfolio management

• •Developed full-stack architecture with React/TypeScript frontend and Spring Boot backend
• •Implemented OAuth integration for seamless user authentication and account management
• •Deployed scalable infrastructure on AWS EC2 with MongoDB cluster for efficient data handling

An AI-powered web app that identifies leaf species from user-uploaded images using a custom-trained TensorFlow model, with user history tracking and full cloud deployment

• •Built Sequential machine learning model achieving 86% validation accuracy in leaf species classification
• •Integrated AWS S3 for secure image storage and retrieval with MongoDB for data management
• •Created responsive React/TypeScript frontend with Flask backend for seamless user experience

A Python algorithm that solves Wordle in an average of 3.67 guesses using letter frequency analysis

• •Implemented recursive algorithm analyzing letter frequencies and positions for optimal guessing
• •Achieved average of 3.67 guesses per game through systematic solution refinement
• •Optimized performance through efficient data structures and algorithmic design patterns

A multiplayer Monopoly web game with full gameplay mechanics

• •Developed comprehensive multiplayer game logic with property management and trading systems
• •Built interactive React/TypeScript frontend with real-time game state updates
• •Deployed Django backend on AWS EC2 for scalable multiplayer game hosting

A linear regression analysis of chocolate bars exploring the relationship between cocoa percentage and rating

• •Performed statistical analysis on 2,600 chocolate ratings to identify correlations
• •Applied Linear Regression modeling to determine cocoa percentage impact on ratings
• •Visualized findings using R's data visualization libraries for clear insight presentation

A command-line Minesweeper game built in Haskell using functional programming principles.

• •Leveraged Haskell's functional programming paradigm for elegant game logic implementation
• •Designed CLI-based interface with intuitive command structure for seamless gameplay
• •Implemented recursive algorithms for mine detection and board state management