session management , Python, Context engineering, RAG embeddings, AWS Bedrock, pgvector, multi agent systems planner, executor, chunking, Vector DB Pinecone, Indexing, AutoGen CrewAI, LLM Azure OpenAI, reviewer, Gen AI Agentic AI skills, FAST API, prompt engineering, Semantic Kernel, Responsible AI guardrails, retrieval strategies, FAISS, persona system prompt, MCP, Google Vertex, AI Framework LangChain, Weaviate, LlamaIndex

react.js , HTML, MySQL, Php, Xml, CSS, Javascript, Python Fast API