Hands-on with LLMs (In previous projects) and worked on product development using LLMs

· Experience with Chat, IVR, and Banking will be a plus

· Hands-on experience with Vector Database & Graph DB (Pinecone, Milvus, Neo4j) and ability to create effective embedding, chunking, and indexing for RAG

· Good understanding and experience using the Transformer/Neural Network model

· Hands-on experience using Open AI APIs, Open Source LLMs (Llama2, Mistral, Mixtral, etc.,)

· Solid understanding on frameworks like Langchain, and Haystack and ability to use Agentic Workflows using those frameworks (hands-on exp/research exp will be a plus)

· Hands-on experience in creating Embedding using MPNET, Ada models

· Ability to use advanced techniques like HyDE, MMR, LLM reranking for effective semantic search

· Fast API, building API, create microservice using python