Skip to content
View PurviBhoyar21's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report PurviBhoyar21

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
PurviBhoyar21/README.md

πŸ‘‹ Hello, I'm Purvi Bhoyar

πŸŽ“ I'm currently pursuing a Master's in Computer Science at University College Dublin (UCD), specializing in Computer Science. With a strong foundation and interest in data science and a passion for solving complex problems through data, I focus on leveraging cutting-edge technologies to derive meaningful insights and build impactful solutions.

πŸ” Areas of Interest:

  • Data Science & Analytics
  • Machine Learning & Artificial Intelligence
  • Big Data & Cloud Computing
  • Information Visulisation
  • Python Java programming

πŸš€ Projects:

Employee attrition real-life data analysis – A Natural language processing and supervised learning project
Description:

  1. Collected, pre-processed dataset and built a machine learning model focusing on predicting the possibility of employee attrition in various product and serviced companies
  2. Implemented a data analysis report using NLP on dataset employee reviews towards respective companies. Libraries used sklearn, nltk, textblob, etc.
  3. Received accuracy of 96.5% using logistic regression and visualized insights on Tableau, uploaded on GitHub
  4. Won β€œBest Project” award in Project Showcase intra-college competition 2022.

Key Skills: Data preprocessing, feature engineering, model selection, Scikit-learn, Numpy, pandas, matplotlib, Information Visualisation, NLP, Microsoft Excel

πŸ’‘ What I’m Currently Working On:

  • Enhancing my expertise in Advanced Machine learning and Natural language processing by exploring personal projects
  • Collaborating on open-source projects to contribute to the data science community.

πŸ”— Let's Connect:

Purvi's github stats

GitHub Streak

Pinned Loading

  1. Chip_Dataset_Analysis-with-Visualization Chip_Dataset_Analysis-with-Visualization Public

    Data Analysis Project. This is a chip Manufacture and purchase behavior analysis of more than fifty brands with visualization.

    Jupyter Notebook 2

  2. Hogwarts-Magical-University-Website Hogwarts-Magical-University-Website Public

    A frontend Website Project .

    HTML

  3. Employee-Attrition-Analysis-Model-using-NLP Employee-Attrition-Analysis-Model-using-NLP Public

    Jupyter Notebook