π 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.
- Data Science & Analytics
- Machine Learning & Artificial Intelligence
- Big Data & Cloud Computing
- Information Visulisation
- Python Java programming
Employee attrition real-life data analysis β A Natural language processing and supervised learning project
Description:
- Collected, pre-processed dataset and built a machine learning model focusing on predicting the possibility of employee attrition in various product and serviced companies
- Implemented a data analysis report using NLP on dataset employee reviews towards respective companies. Libraries used sklearn, nltk, textblob, etc.
- Received accuracy of 96.5% using logistic regression and visualized insights on Tableau, uploaded on GitHub
- Won βBest Projectβ 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
- 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.
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Email: [email protected]