Synthetic data generation has become an essential strategy for modern software development, analytics, and testing workflows. By creating artificial data that mimics real-world scenarios, engineering and product teams can validate ideas, build robust solutions, and ensure system scalability without exposing sensitive information. Synthetic data is especially relevant in the early