7 years of hands-on software development experience , with strong experience in Python. Robust proficiency in Python programming, OOP, data structures and algorithms . Experience building production-grade applications, backend services or automation frameworks . Good understanding of REST APIs, microservices and software architecture . Experience with frameworks such as FastAPI, Flask or Django . Strong experience with SQL and relational databases ; exposure to NoSQL databases is a plus. Experience with Git, CI/CD and software development best practices . Good understanding of testing frameworks such as PyTest . Hands-on exposure to AI/ML concepts and frameworks such as Scikit-learn, TensorFlow or PyTorch. Exposure to Generative AI, LLMs, RAG, prompt engineering or AI-powered application development will be an advantage. Experience integrating AI/ML models or APIs into software applications is highly desirable. Strong debugging, problem-solving and analytical skills