Agentic AI

GreenTree Advisory Services Pvt. Ltd. · posted 4 months ago

Pune, Thiruvananthapuramna

About the role

4.5 to 11 Years

Pune / Trivandrum

Currently Remote

Agentic AI Workflow Development

Architect, build, and optimize agentic AI workflows using frameworks such as LangGraph, CrewAI, AutoGen, and similar agent orchestration patterns.
Build multi-agent systems that coordinate reasoning, tool use, memory, and task execution across complex workflows.
Implement MCP (Model Context Protocol) tools and custom tool interfaces to extend agent capabilities.
Integrate agentic AI solutions with existing enterprise platforms and workflows.

LLM Orchestration & Prompt Engineering

Orchestrate LLM interactions using LangChain and related frameworks across retrieval, tools, memory, and agents.
Design, test, and optimize prompt strategies for reliability, performance, and cost efficiency.
Support prompt versioning, experimentation, and controlled rollout strategies.
Prototype and benchmark agentic AI solutions for scalability, robustness, and safety.

Backend & API Engineering

Develop Python-based services and AI backends using FastAPI.
Expose agent and workflow capabilities via secure, scalable REST APIs.
Implement asynchronous workflows, background tasks, and event-driven processing where appropriate.

Cloud-Native AI Platform Development

Build and deploy AI services on Azure or AWS.
Integrate supporting cloud services (e.g., IAM, logging, monitoring) to meet enterprise security and compliance requirements.
Optimize solutions for performance, scalability, and cost in a cloud-native environment.

Containerization & Deployment

Package AI services using Docker and deploy to Kubernetes environments.
Support deployment pipelines that enable consistent builds across dev, test, and production.

Strong Python development experience for AI and backend services.
Hands-on experience with agentic AI frameworks (LangChain, LangGraph, CrewAI, AutoGen, or similar).
Experience building APIs using FastAPI.
Working knowledge of Azure or AWS cloud services, including Azure Ai Foundry or AWS Bedrock.