From idea to working product.

Problem

In vertical farms and greenhouses, a plant disease caught too late puts the entire harvest at risk.

Solution

The user uploads a photo of the plant; a CNN fine-tuned with PyTorch shows whether the plant is healthy, the type of disease and a confidence score.

Problem

When companies choose a supplier, they see the price but not the carbon cost of that supply.

Solution

The company enters a product and a quantity; the AI finds suitable suppliers, drafts and follows up on requests for quotation, and calculates the supply route and its carbon emissions. The company decides with price and emissions side by side.

Problem

Practicing for a hearing in law school takes a prepared case file and a team to play opposing counsel, witnesses and the judge, which makes practice rare and hard to come by.

Solution

The student picks an area of law; the AI generates the case file, the opposing side's claims and the flow of the hearing, so the student can practice their arguments alone.