I’m a Data Scientist with a passion for solving real-world problems using data-driven solutions. I’m currently pursuing my Master's in Data Science at NJIT and have experience working in machine learning and Data Visualisation.

• 🌱 I’m currently enhancing my skills in Machine Learning, Deep Learning, Data Visualisation, Cloud Computing and Artificial Intelligence.
• 👯 I’m looking to collaborate on projects related to Data Science and Machine Learning
• 📫 How to reach me: [email protected] | LinkedIn

• Languages: Python, C, R, SQL, Java, HTML, CSS
• Tools: Microsoft Excel, Scikit-learn, TensorFlow, Pytorch, Seaborn
• Frameworks & Models: Spring Boot, Linear Regression, Decision Trees, Random Forest, Apache Spark, Hadoop, NumPy, Pandas

Here are some of the projects I've worked on:

1. Netflix Recommendation System using BERT

   • Built a recommendation system combining BERT and MLP for highly personalized movie and series recommendations.
   • Enhanced content discovery by using BERT for content analysis and MLP for preference learning.
   • Technologies Used: Python, TensorFlow, BERT, MLP, Pandas, Scikit-learn

2. Quality Prediction in Mining Process

   • Developed machine learning models to predict impurities in iron ore, focusing on the flotation process to improve predictive accuracy.
   • Conducted data preprocessing, model selection, and hyperparameter optimization for reliable predictions.
   • Technologies Used: Python, Scikit-learn, Pandas, NumPy, Seaborn

3. Web Scraping with R

   • Automated data extraction from websites using R and its web scraping libraries.
   • Cleaned and processed the data for further analysis, with visualizations created using ggplot2.
   • Technologies Used: R, rvest, ggplot2, dplyr

4. Flight Data Analysis

   Analyzed flight data with Apache Hadoop and Oozie workflows to derive insights on:

   • On-Time Performance: Ranked airlines based on delays.
   • Taxi Times: Evaluated airport efficiency in ground operations.
   • Cancellations: Identified common causes of flight cancellations.

   This project delivers actionable insights to enhance airline and airport operational efficiency.

• Master's in Data Science - NJIT, Ying Wu College of Computing (Sep 2023 - Present)
• Bachelor of Technology - Geethanjali College of Engineering and Technology (Aug 2018 - Jul 2022)

Feel free to explore my repositories or connect with me on LinkedIn!