Brainy Bits AI

An AI application to monitor classroom activities, capturing students’ head poses, emotions, and eye movements, generating report on the attentiveness.

• ✅ Leveraged Flask for the web framework.
• ✅ OpenCV for image processing.
• ✅ TensorFlow and Keras for building, loading the model

RCube Green Ecom

This project is developed using Django, a high-level Python web framework. The primary aim is to create a platform that helps consumers make eco-friendly choices by providing access to green products and sustainability education using blogs that is related to the green technology.

• ✅ Leveraged django for the web framework.
• ✅ HTML, CSS, JavaScript for the UI
• ✅ Google Sign in API integration
• ✅ Responsive Design

UNIX Shell+

A client-server application that includes load balancing, designed to distribute client connections efficiently across the main server and two mirror servers. Includes dynamic threshold mechanism, which activates when the main server's load exceeds 70%. When that happens, client connections are automatically redirected to the mirror servers, minimizing server downtime and optimizing resource use.

• ✅ Enhanced UNIX shell with piping, redirection, and conditional execution.
• ✅ Improved command handling for advanced functionality and user experience.
• ✅ Implemented Load Balancing of the server

Nourish Nation

The project addresses climate change’s impact on agriculture by integrating Hadoop’s HDFS with machine learning to forecast pre-harvest crop production. Used real-time weather data to optimize crop selection, promoting sustainable farming. The model provides accurate predictions of nutrient-rich crops and easy-to-understand monthly reports, helping farmers contribute to global food security. This innovative approach aligns with the UN's 2030 goal to eradicate hunger, showcasing the potential of advanced technology in sustainable agriculture.

• ✅ Graphical representation of the recommendations
• ✅ Hadoop HDFS for scalable storage, fault-tolerant processing
• ✅ Crop advice and weather forecasts powered by machine learning