April 2025
• Targeted future traffic forecasting and congestion analysis across major Bangalore road networks for informed traffic planning.
• Executed extensive preprocessing, feature engineering, and EDA on temporal and traffic variables; applied KMeans and PCA across 8 areas and 16 intersections; constructed regression and ARIMA models with visualizations using Plotly and Matplotlib.
• Achieved improved accuracy in forecasting traffic trends and travel time indices, enabling actionable insights for intelligent traffic control and congestion reduction.
View on GitHubOct 2023
• Designed an educational platform to explain core ecosystem concepts and emphasize the importance of each organism.
• Developed a visually engaging interface with readable content and an interactive gallery covering environmental factors, food chains, and pollution types.
• Strengthened knowledge of front-end development and ecological awareness through structured web design and content organization.
View on GitHub