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Achievement: Pull Sharkx2

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Achievement: Pull Sharkx2

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bhavitha-jayaprakash/README.md

A student with a passion for leveraging data to build intelligent solutions.

📌 Featured Project

Geospatial Analysis of Karnataka Road Accidents (2016-2023)

  • Developed a machine learning model to predict the severity of road accidents (Fatal, Grievous Injury, Simple Injury).
  • Performed extensive data cleaning, feature engineering, and balancing on a dataset of over 39,000 records.
  • Utilized a Random Forest Classifier to achieve 76% accuracy and created geospatial visualizations with Folium to identify accident hotspots.
  • Internship Project at: Cranes Varsity Pvt. Ltd., Bangalore.
  • Explore the project: Find it here!

🛠️ Languages and Tools

Programming & Frontend Python Java C React JavaScript HTML5 CSS3 Tailwind CSS
Data Science & ML Scikit-learn Pandas Matplotlib Seaborn Jupyter Google Colab Teachable Machine
Tools & Technologies Android Studio Firebase Figma Creo Git GitHub

📊 GitHub Stats & Activity

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  1. Geospatial-Machine-Learning-Model-for-Karnataka-Road-Accident-Severity-2016-2023 Geospatial-Machine-Learning-Model-for-Karnataka-Road-Accident-Severity-2016-2023 Public

    Final project for Project Internship Program in Data Science with AIML at Cranes Varsity Pvt. Ltd., Bangalore. The core aim was to develop a classification model that could predict the severity of …

    Jupyter Notebook 2

  2. disney_clone disney_clone Public

    Disney Clone: A responsive React and Tailwind CSS frontend project mimicking Disney+ UI, built to learn and understand frontend development.

    JavaScript 3

  3. ReSpark ReSpark Public

    A project build for "Hack for Impact: Innovate for a Better Tomorrow" Hackathon

    HTML 1 1

  4. UniDine UniDine Public

    Forked from alvin-alvo/UniDine

    UniDine: Skip the queue, stay updated, and dine smarter. A university canteen management app developed as the final project of the ICT Monsoon Internship on Android Development.

    Java 1