samkas125 Goto Github PK

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.

• 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.

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