Skill : Agentic Powered Automation Consultant
Experience Required : 12 to 15 years
Location : Bangalore
Responsibilities :
- Design and implement autonomous agents using LangChain / Crew.Ai / SK / Autogen and other relevant frameworks
- Develop and optimize RAG systems for improved information retrieval and response generation
- Create robust evaluation frameworks for testing agent performance and safety
- Implement monitoring and logging systems for agent behavior
- Develop documentation and best practices for agent development
- Contribute to the improvement of agent architecture and capabilities
Hands-on experience with :
Building and deploying autonomous agentsLangChain framework for developing applicationsRetrieval Augmented Generation (RAG) systemsLarge Language Models (LLMs) and their APIsSolid understanding of safety principles and best practicesResolving Hallucinations in the outcomesMandatory Skill sets :
Advanced Python programming with expertise in async programming and API developmentExperience with vector databases and embedding modelsProficiency in implementing RAG pipelines and knowledge retrieval systemsFamiliarity with prompt engineering and LLM optimization techniquesExperience with development frameworks and toolsKnowledge of modern software development practices (Git, CI / CD, testing)Preferred Skill sets :
Multiple LLM providers (OpenAI, Anthropic, etc.)Tools for agent orchestration and workflow managementNatural Language Processing (NLP) techniquesContainer technologies (Docker, Kubernetes)Understanding of semantic search and information retrieval conceptsKnowledge of agent alignment and safety considerations