Uni Internship May to Dec 2026 - Building Multi-Agent Orchestration Workflows for Healthcare App

Synapxe is the national HealthTech agency inspiring tomorrow’s health. The nexus of HealthTech, we connect people and systems to power a healthier Singapore. Together with partners, we create intelligent technological solutions to improve the health of millions of people every day, everywhere.
 
Are you someone who enjoys problem solving, has a creative and curious mind, and strives to create a better and healthier tomorrow? If you say yes to all, do check out our website and find out more about Internship@Synapxe.
 
Join Synapxe as an intern and see how you can contribute in powering a healthier Singapore. We aim to deliver the best experience for all interns, to create exponential growth and paving your future in the tech industry.

Project: Building Multi-Agent Orchestration Workflows for Healthcare Applications

Agentic AI is transforming how healthcare applications are built, enabling autonomous systems that can reason, plan, and execute complex multi-step workflows. This internship focuses on building production-grade multi-agent systems using modern orchestration frameworks and enterprise deployment platforms.

The selected intern will participate in, but is not limited to, the following:

Phase 1: Agent Orchestration Foundations

The intern will implement two core orchestration paradigms in modern agentic AI. For agent orchestration (LLM-driven), they will build agents that use large language models for dynamic decision-making, including planning modules, memory management, and tool utilisation. For workflow orchestration (deterministic), they will create structured processes with conditional logic, error handling, and state management. The intern will work with Microsoft Agent Framework, which unifies these approaches through composable agent patterns, the ChatAgent abstraction for multi-turn interactions, and the Workflow abstraction for orchestrating complex processes.

Phase 2: Enterprise Deployment Platforms

The intern will deploy agents to production using AWS Bedrock AgentCore. They will transform APIs and Lambda functions into agent-compatible tools, implement secure agent deployment with session isolation and dynamic scaling, establish persistent context and memory for personalised interactions, configure guardrails and compliance controls, and set up observability for monitoring performance, quality, cost, and safety in production.

Phase 3: Healthcare Workflow Development

The intern will design and build a multi-agent workflow for healthcare applications. They will analyse a healthcare process suitable for agent automation (such as health plan generation or information retrieval), decompose it into specialised agent roles (Query Understanding, Data Retrieval, Reasoning, Response Generation), implement coordination patterns for agent collaboration and error handling, deploy the workflow to AWS Bedrock with appropriate security controls and guardrails, and develop evaluation frameworks to measure accuracy, safety, and reliability.

 About you:

• Be pursuing a Bachelor Degree in Business Analytics, Computer Engineering, Computer Science, Data Science or related discipline
• Graduating in Dec 2026 or May 2027
• GenAI Fundamentals:
  • Experience with tools and frameworks such as LangChain, LangGraph, or open-source language models. Exposure to Generative AI concepts, including prompt engineering and LLM integration.
• Cloud Platform Experience:
  
  • Familiarity with cloud platforms, particularly AWS services such as Bedrock, Lambda, and API Gateway. Exposure to Azure AI services is a plus.
  • Understanding of containerisation and deployment practices is beneficial.
• Development Tools Proficiency:
  
  • Proficiency in Python programming with clean, well-documented code. Experience with VS Code, Jupyter notebooks, and Git for version control. Back-end development exposure with Flask or FastAPI is preferred.
• Soft Skills:
  • Proactive with strong problem-solving and analytical abilities
  • Ability to work effectively as part of a multidisciplinary team. Independent, fast learner, and self-driven
  • Good communication skills to present technical concepts to stakeholders.
• Good team player with strong analytical and communication skills
• Ability to multitask and work effectively as part of a multidisciplinary team
• Passionate and keen to make a difference to re-imagine the future of HealthTech