AI-Driven Clinical Support for Hematology Screening
Personal project: a Python machine-learning application that classifies blood smear images automatically, from dataset preparation through to an end-to-end prediction pipeline.
Overview
Developed a Python-based machine learning application for automated blood smear classification.
Prepared and processed image datasets for model training and evaluation.
Implemented a Python prediction pipeline for automated disease classification.
Used Git and GitHub for source-code management and project collaboration.
Tested and evaluated the application through iterative experimentation.