PROJECTS
Zomato EDA
This project involved performing Exploratory Data Analysis (EDA) on a real-world Zomato dataset to uncover valuable insights about restaurant trends in India. I analyzed customer ratings, popular cuisines, price ranges, online ordering trends, and location-based preferences.
Titanic Survival Prediction
This project aimed to build a predictive model to determine whether a passenger survived the Titanic disaster using classification techniques. I used the popular Titanic dataset from Kaggle, which includes features such as age, gender, passenger class, fare, and family details.
Numerical Methods Toolkit
Tool used: Python, Streamlit, NumPy, SymPy, SciPy, Pandas, Matplotlib
Sep 2024 - Oct 2024
This project includes a set of interactive Streamlit apps developed for the Numerical Methods course. The toolkit covers eigenvalue computation using the UL and Power Method, solving linear systems (Ax = b) through LU decomposition, computing Gauss–Legendre roots and weights, and solving differential equations (BVP and IVP) using finite difference and Euler methods. Each app features a user-friendly interface with visualizations and is designed to enhance mathematical understanding through hands-on interaction.
Looking to start a project? Feel free to contact me.
Hyderabad, India
✉️ Email me directly at ch23btech11017@iith.ac.in