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msr8/README.md

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MSR8 Statistics Top Languages




Skills

python logo tensorflow logo sklearn logo javascript logo html5 logo css3 logo mysql logo mongo logo bash logo docker logo linux logo github logo




Projects


  • Designed an attractive game-based learning platform for machine learning concepts
  • Developed engaging quizzes to test the user's knowledge
  • Developed interactive visualizations to help users understand the role of the hyperparamters
  • Authored user-friendly guides on various machine learning topics
  • Established a forum for users to seek assistance and engage with the community
  • Integrated Google OAuth to simplify and streamline the login process
  • Engineered a command-line application, Markify, leveraging Python to extract and analyze data from social media accounts
  • Employed NLTK for meticulous data sanitization
  • Demonstrated proficiency in interfacting with a variety of APIs (official and unofficial) to aggregate data
  • Employed the use of the markov chains for generating new sentences
  • Packaged the application for widespread use by uploading it to PyPI
  • Designed a web platform enabling users to interactively manipulate data generation processes and model hyperparameters, with visual feedback of the outcomes
  • Demonstrated knowledge and proficiency in the inner workings of various classification algorithms
  • Utilized Matplotlib for plotting the data and visualizing the decision boundaries
  • Developed an API using Flask to facilitate plot generation
  • Implemented thorough error validation mechanisms
  • Deployed the website using PythonAnywhere
  • Developed a spotify scraper and a corresponding website enabling users to receive personalized recommendations based on Spotify track links or IDs
  • Utilized a custom optimized K-Nearest Neighbors algorithm for recommendation generation
  • Implemented MongoDB as the database backend for efficient data storage and flexible querying capabilities
  • Containerized the web server using Docker for seamless deployment and execution across diverse environments
  • Leveraged the Spotify API to scrape the audio features of over 7 million songs
  • Implemented robust error handling within the scraper as to prevent interruptions due to errors during operation, thereby ensuring continuous operation over extended durations without interruptions
  • Demonstrated adeptness in utilizing both, official and unofficial APIs for data acquisition
  • Designed a minimalist yet responsive frontend interface, prioritizing usability and simplicity without unnecessary clutter
  • Engineered a TicTacToe AI implementing the minimax algorithm for optimal decision-making
  • Streamlined the development process by utilizing PyScript, eliminating the need for a conventional frontend-backend separation
  • Deployed and showcased the project on GitHub Pages

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  1. keshxvdayal/machine-minds keshxvdayal/machine-minds Public

    HTML 2 1

  2. markify markify Public

    Markify is an open source command line application written in python which scrapes data from your social media accounts and utilises markov chains to generate new sentences based on the scraped data

    Python 12 1

  3. cats cats Public

    A website to show cats of reddit scraped from 70+ subreddits via python

    Python 4

  4. spotify spotify Public

    A project to scrape features about spotify tracks and a website for recommendations from 7mil+ tracks using a custom optimised k-nearest-neigbours algorithm

    JavaScript 1

  5. attiny85 attiny85 Public

    Rubber ducky like scripts for ATTiny85

    PowerShell 18 5

  6. dotfiles dotfiles Public

    Dotfiles and stuff for my mac/linux configuration

    CSS