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smruthi-sumanth/README.md

I'm Smruthi Rao, a passionate developer and researcher from India, focused on creating innovative solutions through machine learning, deep learning, and open-source projects. I'm committed to contributing to the tech-ready workforce's diversity, inclusion, and equity.


πŸš€ About Me

  • πŸŽ“ I am currently exploring machine learning, research, open-source, and development.
  • 🎢 I enjoy playing the violin and reading in my free time.

πŸ”­ Current Projects

  • Video Classification: Training models to classify shoplifting videos using TensorFlow and TensorFlow Hub.
  • Audio Classification: Working on classifying violin and cello audio clips, visualizing spectrograms, and filtering datasets based on pitch.
  • 3D Modeling: Creating 3D models from mathematical expressions using Wolfram Alpha API and saving them as OBJ files, and integrating this with MongoDB and Echo3D.
  • Flask Application: Developing a Flask application to manage and visualize 3D plots generated from mathematical equations.
  • Vector Database: Adding new documents and managing data using the Mistral large language model (LLM).

🌱 Learning & Exploring

  • Transfer learning and fine-tuning models for specific applications.
  • Data augmentation techniques to improve model performance.
  • Connecting front-end and back-end technologies to create seamless applications.
  • Enhancing database management and integration with modern APIs.

πŸ“« How to Reach Me


🀝 Let's Collaborate

I'm always open to new opportunities, collaborations, and contributions to exciting projects. Feel free to reach out if you'd like to work together or if you have any questions about my projects.


Thank you for visiting my profile! Have a great day! 😊

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  1. IntelliDoc IntelliDoc Public

    A medical app that can predict various diseases. Diabetes Predictor, Heart Disease Predictor, Parkinson's Disease Predictor, Pneumonia Predictor.

    Jupyter Notebook

  2. Perspective Perspective Public

    An educational tool based on Augmented Reality. Educators can now harness the power of AR and Wolfram for visualising Mathematical equations in 3D AR View.

    HTML 2

  3. SecuraX SecuraX Public

    SecuraX is an AI-powered platform that enables law enforcement agencies to leverage the power of cutting-edge technologies like Zero-Knowledge Proofs, Federated Learning, and Large Language Models …

    Python 1 1

  4. Insight Insight Public

    Insight is a powerful web application that allows users to interact with and gain insights about GitHub repositories.

    Python