Visualizing trends in medical insurance data

Using medical insurance charges data sourced from Kaggle, I used code to visualize the data to determine the primary determining factors that leads to higher insurance charges, a prequel to my insurance charge prediction project.

Making prediction for insurance data

Continuing my previous project where I visualized the data and discovered the leading factors. Now using the tree regressor model. I will evaluate the model to improve my prediction. Also includes a detailed analysis on the biases of my model.

Dog emotions image recognition using transfer learning

Using dataset of dog emotions from Kaggle I utilized transfer learning from resnet to classify dog emotions images into 4 classes. Then tuning the parameters to get a better prediction result.

Model Card for Unity AI agent training

A simple resourse to help you trouble shoot trhough the Hugging face notebook training ai agents to the play the unity game Pyramids

Task_Sync_LLM_App

A large language model using cohere model trained with calender CSV data in order to answer users questions about their schedules and be used as an organizational tool.