Project 1: Medical AI – Malaria Cell Detection

Domain: Healthcare/Biotech (High value industry).

Task: Binary Classification (Infected vs. Uninfected).

Model: VGG-19. This is a classic, deep architecture often used in medical imaging because it captures fine-grained texture details well.

Key Skill Demonstrated: Handling sensitive, high-stakes data and optimizing for Recall (minimizing false negatives).