Projects & Research

An IoT-based low-cost environmental monitoring system that measures air quality, humidity, and temperature in real-time. Data is sent to a central server for analysis and public visualization to help campus authorities track pollution levels.

A machine learning model designed to predict campus bus crowding and traffic congestion at peak hours using historical data. The model provides an optimized schedule recommendation.

Statistical analysis of regional crop yields in Barishal over the last 10 years to identify climate change impacts on agriculture. Features interactive geospatial dashboards.

A prototype 4-wheeled autonomous rover built for carrying light documents and lab samples securely across different academic buildings using GPS and obstacle avoidance algorithms.

A computational simulation mapping theoretical lunar crater surface compositions using open-source NASA data to train predictive models for future university rover designs.

A robust natural language processing engine tailored specifically for analyzing sentiment in Bengali text. Trained on a massive corpus of local social media data to understand regional dialects.