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  • CHIREC International School
  • Kondapur, Hyderabad
  • 10:48 (UTC +05:30)

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samkas125/README.md

About me

I'm a high school student from India and a programming enthusiast. I am intrigued by the field of AI and ML, with some of my key interests being NLP transformer models and Reinforcement Learning.

My projects:

  • Past Pilot: An Ed-tech platform for managing academic resources like past papers, with private key-based storage and NLP integration for easy search for similar or specific questions using cosine similarity.

  • Ultimate tic-tac-toe: AlphaZero implementation for Ultimate-tic-tac-toe along with a trained model that can be played against.

  • legal-sentence-classification: Fine-tuned bert-large-cased model (334M params) for classifying legal sentences into rhetorical roles.

  • Physics Simulations: simulation of physical processes using the pygame module.

  • Lexicon Legends: A real-time, word-based, 2 player PvP game made using NLP sentence-transformers.

  • IBDP predicted grade management system: Made using the Flask web framework in Python.

  • Minecraft Plugin: Java plugin that allows users to save, and later access locations in their Minecraft worlds.

I'm currently learning:

  • NLP using HuggingFace transformers
  • Reinforcement learning design and environments
  • Convolutional Neural Networks
  • AlphaZero implementation

Pinned

  1. ultimate-tictactoe ultimate-tictactoe Public

    PyGame Ultimate tictactoe game

    Python

  2. past-pilot past-pilot Public

    Manage school resources and navigate past papers with ease.

    Python

  3. lexicon-legends lexicon-legends Public

    NLP-powered word based game to find out who is the real lexicon legend

    Python

  4. legal-sentence-classification legal-sentence-classification Public

    Model available on HuggingFace

  5. pygame_simulations pygame_simulations Public

    Python

  6. predicted-grade-app predicted-grade-app Public

    Manage predicted grade calculations

    HTML 1