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Achievements

Achievement: Pair Extraordinairex2Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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nathan-probert/README.md

Hi, I'm Nathan Probert 👋:

🔭 I’m currently working on artificial neural networks for both image classification and predictive analysis
🌱 I’m currently further mastering my knowledge of full stack development including React, Python, SQL, RESTful APIs, and deployment through AWS
🎓 I'm currently completing my Computer Science Honours degree at the University of Guelph, minoring in Business Economics

🤖 Recent Projects:

  • 🌐 Portfolio Website
    • Mastered HTML, CSS, and JavaScript to architect and implement a responsive portfolio website
    • Leveraged npm for efficient package management, enhancing the project’s maintainability
    • Utilized React JavaScript library to build dynamic and high-performing user interface components
  • 🏒 SmartScore - Predict NHL Goalscorers
    • AI application designed for Tim Horton's Hockey Challenge, predicts players probability of scoring in a NHL game
    • Used machine learning with TensorFlow, pandas and NumPy to build an AI model using multiple linear regression
    • Enhanced accuracy significantly by optimizing the AI model's metrics, elevating pick rate from 26% to 34%
    • Actively implementing AWS Lambda functions to optimize serverless data collection and distribution
    • Developed a Restful API to seamlessly integrate with full-stack applications, enhancing user experience
    • Utilizes Draftkings API to provide precise recommendations for strategic betting decisions based on real-time data
  • 🔠 Wordle Solving Bot
    • Constructed a bot that analyzes a dictionary of possible words to solve the popular online game Wordle
    • Implemented a logical algorithm that formulates guesses crafted to eliminate the maximum number of alternatives
    • Created a comparison algorithm that dissects the ideal words and selects the word with the greatest popularity
  • 🎵 Multipurpose Discord Bot
    • Developed a bot that utilizes FFmpeg to stream music in Discord voice channels with comprehensive playlist support
    • Integrated Spotify’s API to facilitate the importing of public Spotify playlists
    • Enhanced the bot with features such as tic-tac-toe against users or the bot itself, with decision-making powered by AI

💻 Tech Stack:

C CSS3 HTML5 Java JavaScript LaTeX Python R Netlify AWS Anaconda Django NPM OpenCV NodeJS React MongoDB Keras Matplotlib NumPy Pandas TensorFlow Docker Gradle

🌐 Socials:

LinkedIn

📊 GitHub Stats:

Popular repositories Loading

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    Main function is to play music in a discord voice channel, also contains the ability to play tic tac toe, upload user's avatars as a full-size image, and much more.

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  2. wordle-solver wordle-solver Public

    Solves popular word game Wordle in an average of three guesses.

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    Portfolio website created using react.

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