5–8 years of experience in Core Java , concurrency, multithreading, and performance tuning.
Strong expertise in Spring Boot , REST APIs, and microservices architecture.
Proficiency in SQL/NoSQL databases and integrating real-time data streams.
Solid understanding of LLMs, RAG, embeddings, and vector databases .
Practical experience building AI agent pipelines .
Hands-on experience with OpenAI API, LangChain , or similar frameworks.
Knowledge of prompt engineering and model fine-tuning techniques.
Demonstrated experience deploying AI-driven or agentic systems in production .
Familiarity with vector databases such as Pinecone, FAISS, Milvus, Weaviate .
Experience with cloud ecosystems ( AWS, Azure, GCP ) and containerization tools ( Docker, Kubernetes ).