Adaptability and Innovation in Data Science and Generative AI
Brain Stroke Prediction Project:
Developed a classification model to predict the presence of brain stroke with the given dataset based on historic datas. Applied pipelining techniques for automation and seamless data processing. The model was successfully deployed on an AWS EC2 instance, enabling real-time predictions and ensuring scalability and reliability.
Mice Protein Analysis Project:
Conducted a classification project focused on mice protein data within the healthcare domain. Dealt with unstructured data by performing thorough data cleaning and feature engineering. Successfully deployed the model using a Flask API, ensuring efficient and accessible predictions. Gained valuable experience in preparing complex datasets for training.