My Projects

A classification model for erythemato-squamous diseases was developed using the Kaggle dermatology dataset. 

After managing multicollinearity, outliers, and selecting key features, a Random Forest model was chosen for its strong performance. 

A user-friendly web app, DermGuard, was built to predict six diseases  Psoriasis, Seborrheic Dermatitis, Lichen Planus, Pityriasis Rosea, Chronic Dermatitis, and Pityriasis Rubra Pilaris.

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