1–4 years of professional experience in full-stack development (React/Next.js, Node.js, Python). Experience working with cloud environments (AWS, GCP, Azure). Knowledge of Generative AI concepts and experience applying them to user-facing applications. Hands-on experience using AI coding assistants (e.g., GitHub Copilot, ChatGPT). Understanding of RESTful API design, databases (SQL/NoSQL), and modern application architectures. Familiarity with retrieval-augmented generation (RAG), embeddings, or vector databases (bonus). Strong communication skills, curiosity, and a passion for online learning.