Data analytics projects I've done
Dashboards
Other projects:
Skin cancer detection app
The target user would be a family doctor willing to evaluate his or her patient's skin lesion using the application. After paying a small fee, the practitioner would upload a skin lesion image and get a first evaluation in seconds. Behind the scene, the application uses the Support Vector Machine OVO strategy to classify the image in one of 8 different skin disease categories. I used an ISIC skin lesion images dataset found on Kaggle which I split into a training and testing set. The algorithms were trained using GridSearchCV and cross validation. The application also includes a forum where users can interact, as well a virtual dermatologist with whom they can discuss dermatology issues. In fact, that virtual dematologist is no other that the OpenAI chatbot. I built the Skin.ai app using the framework Django. A demo is available below.
Knime workflow
A workflow that calculates the index of gender equality of a digital transformation consulting firm and generates data visualizations to be used in a report.
