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Achievement: YOLOAchievement: Pull SharkAchievement: StarstruckAchievement: Arctic Code Vault Contributor

Achievements

Achievement: YOLOAchievement: Pull SharkAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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DrakenWan/README.md

👋 Hi, I'm Kartikay Kaul!

🚀 I’m a skilled Data Scientist with over 3 years of experience in developing and deploying machine learning models, designing efficient data processing pipelines, and delivering actionable data-driven solutions. My expertise spans across Machine Learning, Artificial Intelligence, and Software Development with a strong focus on using Python, SQL, and various AI/ML frameworks like TensorFlow, Keras, and PyTorch.

🛠️ Technical Skills

  • Languages: Python, SQL, NoSQL, JavaScript, C, C++, MATLAB, Julia, PHP, HTML, CSS
  • Data Processing & Streaming: PySpark, Apache Kafka, Pandas, NumPy, Airflow, Snowflake, ETL, NLTK, SciPy, SpaCy
  • Databases: MySQL, MongoDB, PostgreSQL, Oracle, MS SQL Server
  • AI/ML Tools: TensorFlow, Keras, PyTorch, GANs, LSTM, Random Forest, SVM, Decision Trees, Scikit-Learn, YOLO, ResNet50, U-Net
  • Frameworks & Tools: Flask, Django, Node.js, Express.js, Git, Docker, CI/CD, Jenkins
  • Data Visualization & Reporting: Power BI, Jupyter, Matplotlib, Plotly, Seaborn

🚀 Projects

  • Matrix: Linear Algebra Library in C++
    Developed a high-performance linear algebra library in C++ and optimized matrix operations with GEMM, achieving a 500% performance increase.

  • Autonomous Driving System in GTA5
    Created a self-driving agent in a simulated environment using Inception v3 and PyTorch for autonomous vehicle control.

  • Yale3 - LinkedIn Data Extraction
    Developed a Chrome extension to extract LinkedIn profile data and generate hyper-personalized messages using a Deep Learning model.

  • Brain MRI Analysis using U-Net Architecture
    Automated brain MRI annotation and segmentation using 2D U-Net, achieving high accuracy in skull-stripping and tissue segmentation.

  • DDOS Detection
    Trained machine learning models on the KD99 dataset to detect DDOS attacks, achieving over 90% accuracy across models.

🎓 Education

  • Master of Science in Computer Science
    University of California, Riverside (2022-2024)

  • Bachelor of Technology in Computer Science and Engineering
    Vellore Institute of Technology (2016-2020)

📈 GitHub Stats

Kartikay's GitHub Stats

🌐 Let's Connect

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  1. Matrix Matrix Public

    Linear Algebra library in C++

    C++

  2. Abstract-Data-Structures Abstract-Data-Structures Public

    Abstract Data Structures library in C++

    C++ 1

  3. Yale3 Yale3 Public

    A simple LinkedIn profile scraper implemented as a chrome extension

    JavaScript 73 31

  4. DDOS_Detection DDOS_Detection Public

    ddos attack detector using ML Algorithms

    Jupyter Notebook 54 15

  5. Rekrut Rekrut Public archive

    Chrome extension that will scrape a linkedin profile.

    JavaScript 32 10

  6. AutoDrive-GTA5 AutoDrive-GTA5 Public

    Autonomous Driving simulation in GTA 5 game

    Python