Minimum of 5 years of professional software development experience. Substantial expertise in JVM and AI tooling. Demonstrated knowledge of Java/Kotlin and Python. Familiarity with API integrations, Webhooks, and RESTful APIs. Experience with machine learning libraries such as scikit-learn, TensorFlow, and PyTorch. Excellent problem-solving and debugging skills. Ability to mentor teams on AI adoption.