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Design and develop full-stack applications integrating AI and machine learning capabilities using modern web technologies. Build responsive frontend interfaces using frameworks like React or Next.js and develop backend services using Python frameworks such as Flask or Django. Integrate APIs and ensure seamless communication between frontend and backend systems. Work in agile environments collaborating with designers, product teams, and architects to deliver scalable solutions. Manage deployments, testing, debugging, and cloud-based application development using DevOps practices.