HamburgerMenu
hirist

Calpion - Python Agentic AI Developer

Calpion Software Technologies Pvt. Ltd
4 - 8 Years
Bangalore

Posted on: 08/09/2026

Job Description

Role & Responsibilities :

We are building an enterprise agentic AI platform that serves as the automation backbone across three healthcare RCM product lines. This platform replaces traditional RPA with intelligent agents that reason, adapt, and self-heal. You will be a core member of the platform team, responsible for building reusable agent workflows, MCP tool integrations, and the LLM reasoning layer.

Agent Development & Orchestration :

- Design and build agentic workflows using LangGraph for complex, multi-step healthcare processes.

- Implement the 4-tier cost architecture : deterministic scripts, LLM fallback, cached AI navigation, and full reasoning agents.

- Build multi-agent systems where specialized agents collaborate through structured handoffs.

- Integrate agents with AWS Step Functions for durable, stateful execution.

MCP Tool Development :

- Build reusable MCP server tools wrapping existing APIs (AdvancedMD, CollaborateMD, clearinghouse APIs).

- Design the MCP tool library architecture for reusability.

- Implement custom MCP tools for healthcare-specific operations : EDI 835/837 parsing, CARC/RARC code lookup, and CPT/ICD-10 reference queries.

Browser Automation :

- Build and maintain Playwright-based browser automation for healthcare portals.

- Implement LLM fallback self-healing patterns and cached navigation plans.

Tech Stack :

- Python : 4+ years production experience, strong async (asyncio), Pydantic, Playwright.

- AWS : ECS Fargate, Lambda, Step Functions, SQS, SNS, Bedrock.

- AI/LLM : Claude/GPT APIs, LangGraph, LangChain, RAG, prompt engineering patterns.

- Software Fundamentals : PostgreSQL, REST API design, CI/CD, distributed tracing.

info-icon

Did you find something suspicious?

Similar jobs that you might be interested in

Loading chat...