Toro Clinic is an out patient clinic located in Palapye, Botswana. I developed its website which plays a vital role in the clinic’s digital marketing and transformation strategy and it makes it easy for clients to schedule appointments online.

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A react native(UI), FastAPI (Server) and MySQL(DB) non-fungible token market place where users can create NFTs and bid on other users' NFTs.

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An end-to-end PWA and a supervised machine learning (random forest) project which classifies patients’ abnormal masses of cells (tumors) as either benign (non-cancerous) or malignant (cancerous). The model had a 0.99 AUC score, 0.99 Accuracy, 1.0 Precision, 0.97 Recall, and a 0.99 F1-score for class 0 (Cancerous Tumors).

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Another end-to-end PWA and a machine learning (linear regression) project to predict the medical insurance cost of a person. The model yielded an R2 score of 0.79

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This is an end-to-end PWA and a convolutional neural network (CNN) project that classifies chest x-ray images of patients with lung disease (pneumonia) and those who do not have lung disease (normal). The model had a 0.90 AUC score, 0.91 Accuracy, 0.92 Precision, 0.94 Recall, and a 0.91 F1-score for class 0 (Pneumonia).

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This was a scholarship application portal. I recruited like-minded Batswana and established an NGO, developed its website and social platforms. We sought to help Batswana get international scholarships and managed to help several students win fully funded scholarships.

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