To create a personalized betting strategy, individuals reflect on their past gambling experiences to identify patterns in their behavior, risk tolerance, and preferred games. They establish clear financial limits and goals to guide their betting choices, ensuring they don't exceed their comfort zone. By analyzing previous outcomes, players can adjust their approach, deciding when to bet more conservatively or take calculated risks.