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Shreyasrs23/README.md

Hi there, I'm Shreyas R S! πŸ‘‹

🌟 About Me

I'm currently pursuing a Master's in Data Science at the University of Texas at Arlington. With over eight years of experience in coding, AI & ML, development, cloud, and research, I bring a wealth of knowledge and passion to every project I work on. I have completed internships at the prestigious IISC, Bangalore, and contributed to numerous AI & ML projects. I'm also a recent graduate with a B.E. in Artificial Intelligence and Machine Learning from Bangalore Institute of Technology, where I finished with a CGPA of 9.41. With a solid foundation in AI, ML, and Cloud Computing, I've been passionate about applying my knowledge to solve real-world problems through innovative projects and research.

  • 🌍 Based in Bangalore, Karnataka, India.
  • πŸŽ“ Pursuing a Master's in Data Science at the University of Texas at Arlington starting Fall 2024.
  • πŸ’Ό Experienced in cloud computing, machine learning, and data science.
  • πŸŽ–οΈ Secured 5th VTU Topper Rank for AIML department and 2nd Topper Rank at BIT.
  • 🎾 Represented my college in Lawn Tennis tournaments at state and district levels.
  • πŸ› οΈ Actively contributing to open-source projects and coding challenges.

πŸš€ What I've worked on

  • Federated Learning in Ed-Tech: Built a privacy-protected, adaptive platform reducing course dropout rates by 60% using FedML and Homomorphic Encryption.
  • Serverless Cloud Computing: Researching serverless functions deployment on AWS as part of my internship at the Indian Institute of Science.
  • Tuberculosis Detection: Developed a machine learning model for TB detection with 83% accuracy using digital image processing techniques.

πŸ›  Technical Skills

  • Languages: Python, C, C++, Java, JavaScript (basics), SQL, XML
  • Data Science: NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn
  • Machine Learning: TensorFlow, Standard ML Algorithms, Exploratory Data Analysis
  • Cloud: AWS Cloud Services
  • Frontend: HTML, CSS, React.js (basics)
  • Database: MySQL
  • Tools: VS Code, Git, Jupyter, MATLAB, Android Studio

πŸ’» Tech Stack:

JavaScript C C++ Java HTML5 Kotlin Python Windows Terminal AWS MySQL MongoDB Figma Canva Keras Matplotlib mlflow NumPy Pandas PyTorch Scipy scikit-learn TensorFlow Plotly Docker

πŸ… Achievements

  • Publications: Published research on Interpretable Reinforcement Learning at IEEE InCCCS 2024.
  • Hackathons: Participated and won various national-level hackathons, including Hackzon 2023.
  • Social Work: Actively engaged in social activities like guiding students and conducting awareness programs in Bangalore.

🌱 Learning & Growth

Currently, I'm expanding my knowledge in Deep Learning and Cloud Computing, and I'm eager to explore opportunities in data science, machine learning, and AI research. I'm also honing my skills in advanced JavaScript and cloud infrastructure.


My Stats

Top Languages

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πŸ“« How to Reach Me

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  1. federated-minds/learnsync_server federated-minds/learnsync_server Public

    Jupyter Notebook

  2. Flight-Fare-and-details-Prediction Flight-Fare-and-details-Prediction Public

    Jupyter Notebook

  3. indy-sdk indy-sdk Public

    Forked from hyperledger-indy/indy-sdk

    indy-sdk

    Rust

  4. FELIX FELIX Public

    Python

  5. Online-Shopping-System Online-Shopping-System Public

    A mini project to depict Online shopping system using C language , to understand the basics of the language.

    C

  6. TIM-Net_SER TIM-Net_SER Public

    Forked from Jiaxin-Ye/TIM-Net_SER

    [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".

    Python