Professional Blackjack players manage their bankroll and risk by setting clear budgets, using strategic betting systems that adjust according to wins and losses, and employing techniques like card counting to make informed decisions. They maintain discipline to avoid emotional betting and focus on long-term profitability, ensuring that their approach minimizes significant losses and sustains their playing capacity over time.