Build work that moves from an ambitious idea to a tested outcome.

What it is

Develop an AI powered system that predicts crop yield using environmental factors such as rainfall, temperature, soil conditions, and satellite data to support precision agriculture.

What you can do

• Build machine learning models using agricultural datasets.
• Compare prediction accuracy using different algorithms.
• Identify the environmental factors that most influence crop production.

What to show

• Dataset analysis and preprocessing.
• Prediction model performance graphs.
• Crop yield dashboard and recommendations.

What it is

Design and build an autonomous robot capable of solving real world challenges such as object detection, navigation, or environmental monitoring using sensors and embedded systems.

What you can do

• Design and assemble the robotic system.
• Program autonomous movement and decision making.
• Test and optimize robot performance.

What to show

• Robot prototype.
• Programming workflow.
• Demonstration of autonomous tasks.

What it is

Develop an IoT enabled automation system using Arduino to monitor and control devices efficiently in homes, farms, or industries.

What you can do

• Integrate sensors and actuators.
• Program automated decision making.
• Evaluate system efficiency and reliability.

What to show

• Circuit diagram.
• Working prototype.
• Performance analysis.

What it is

Combine mechanical engineering, electronics, and programming to design an intelligent machine capable of performing automated tasks.

What you can do

• Design mechanical components using CAD.
• Integrate motors and electronic controls.
• Program system automation.

What to show

• CAD models.
• Functional prototype.
• Engineering design process.

What it is

Design innovative engineering solutions using CAD software and manufacture functional prototypes through 3D printing.

What you can do

• Create engineering designs.
• Simulate mechanical performance.
• Produce and test prototypes.

What to show

• CAD drawings.
• 3D printed prototype.
• Testing and improvement results.