Design and develop Generative AI solutions using Python and LangChain.
Build and optimize RAG-based applications using vector databases.
Develop AI agents and multi-agent systems using LangChain, LangGraph, CrewAI, AutoGen, or similar frameworks.
Integrate OpenAI, Azure OpenAI, Claude, Gemini, Llama, and other LLM models into business applications.
Develop REST APIs and microservices for AI applications using FastAPI or Flask.
Create prompt engineering strategies to improve model responses and accuracy.
Implement document processing pipelines for PDFs, Word documents, emails, and structured/unstructured data.
Work with embeddings, semantic search, vector databases, and knowledge retrieval systems.
Collaborate with business stakeholders, architects, and data scientists to translate business requirements into AI-powered solutions.
Optimize AI applications for scalability, security, performance, and cost efficiency.
Monitor model performance and continuously improve AI workflows.

Required SkillsTechnical Skills
Solid programming experience in Python.
Hands-on experience with LangChain, LangGraph, CrewAI, AutoGen, or similar frameworks.




Experience with LLMs such as OpenAI GPT, Azure OpenAI, Claude, Gemini, Llama, Mistral, etc.
Knowledge of RAG Architecture and semantic search implementations.
Experience with Vector Databases
Pinecone
ChromaDB
Weaviate
FAISS
Azure AI Search
Proficiency in API development using FastAPI or Flask.
Understanding of Prompt Engineering, Function Calling, and Tool Integration.
Experience with databases such as PostgreSQL, MongoDB, SQL Server, or Cosmos DB.
Familiarity with Docker, Kubernetes, CI/CD pipelines, and Git.
Experience working on Azure, AWS, or GCP cloud platforms.

Preferred Skills
Experience with Agentic AI and Autonomous AI Agents.
Knowledge of MCP (Model Context Protocol).
Experience with Graph Databases such as Neo4j.
Knowledge of Knowledge Graphs and Ontology models.
Hands-on experience with Azure AI Studio, Azure Machine Learning, or Databricks.
Exposure to NLP, Machine Learning, and Deep Learning concepts.
Experience in chatbot, virtual assistant, or enterprise AI solution development.

📌 Ai Engineering Lead Python Bengaluru
🏢 Happiest Minds Technologies
📍 Bengaluru