Sandeep Rao

Entrepreneur @Entrepreneur Media India

Chennai, IN

Oversee integration of models like GPT-4o, GPT-o3, Claude, and LLaMA into business products. Write robust Guardrails and control flows for agents to prevent unintended behaviors and ensure task compliance. Proven hands-on experience with deploying models like GPT-4o, GPT-o3, Claude, LLaMA Leverage Generative AI (e.g, OpenAI, Azure OpenAI) for :Auto-generating integration mapping specs and documentation- Enhancing data quality and reconciliation with intelligent agents. Implement multi-agent frameworks using LangChain, CrewAI, AutoGen, Develop AI agents that use planning, memory, tools, and self-reflection (e. g, using AutoGen, CrewAI, or LangGraph) Build task-oriented chains with autonomous behaviors for decision-making and workflow automation Integrate OpenAI, Bard, Claude, Azure OpenAI APIs. Optimize API calls using temperature, top-p, max tokens, and reduce hallucinations using embedding-based retrieval (FAISS, Pinecone).design and implement custom GPTs using prompt strategies and OpenAI API (functions, tools, memory). Implement RAG Pipelines Integrate LLMs with vector databases (e.g, Milvus, FAISS) and knowledge graphs (e.g, Neo4j) to create dynamic, context-aware retrieval systems. Build and maintain the CI/CD infrastructure for AI Agents AI solutions using Terraform Design, implement, and maintain CI/CD pipelines for AI Agents applications using Terraform on public clouds