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  • Carnegie Mellon University
  • Pittsburgh, Pennsylvania
  • 07:17 (UTC -04:00)
  • LinkedIn in/samatva

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samkas125/README.md

About me

I'm a computer science freshman at Carnegie Mellon University. I am interested in the field of AI and ML, with some of my key interests being reasoning 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: Minimax, 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.

  • Flowify: A platform for video summarization and visualization. Converts an uploaded video to an expandable and editable flowchart of different themes/topics discussed in the video.

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

  • Single solution constraint solver: Linear algebra based solver in C++ for single solution settings using matrix construction and row reduction. Step-by-step visualization included for minesweeper example.

  • Autoencoder Visualizer: A visualization of visual autoencoders. Shows input image, reconstructed image, as well as relative position and distance between images in the latent space.

Pinned Loading

  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. flowify flowify Public

    TartanHacks Project

    JavaScript 1 1

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

    Model available on HuggingFace

  5. autoencoder-visualizer autoencoder-visualizer Public

    Visualization of image autoencoder model

    Python

  6. CSP_solver CSP_solver Public

    Linear Algebra based solver for single-solution constraint satisfaction problems.

    C++