Mitochondria and chloroplasts are essential organelles in cells, each playing a crucial role in energy conversion processes. Mitochondria are primarily involved in cellular respiration, where they break down organic food molecules to produce ATP, consuming oxygen and releasing carbon dioxide and water as by-products.