Uni Internship May to Oct 2025 - Advancing Retrieval Augmented Generation with Agentic Workflows

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Date: 20 Mar 2025

Location: SG

Company: Synapxe

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.

 

  1. Context-Aware Generation:
    • Implement agents that can dynamically retrieve and generate information based on real-time context
    • Develop systems that can maintain and utilize conversation history for improved contextual understanding
  2. Multi-Agent Collaboration:
    • Design architectures for multiple specialized agents working together in RAG workflows
    • Implement coordination mechanisms for efficient parallel query execution and orchestration
  3. Adaptive Learning and Improvement:
    • Develop feedback  loops for continuous learning and system refinement
    • Implement mechanisms for agents to learn from user interactions and adapt decision-making processes
  4. Multi-Modal Capabilities:
    • Integrate agents capable of handling various data types (i.e., text, images, etc)
    • Develop a system that can provide richer and more diverse responses across modalities"

 

About you:

  • Be pursuing a Bachelor Degree in Business Analytics, Data Science, Computer Engineering, Computer Science or related discipline
  • Graduating in Dec 2025 or May/Dec 2026
  • Python Development: Adept in Python syntax, data structures, algorithms including familiarity with common python libraries, and ability to write clean, efficient, well-documented code
  • Proficiency in back-end development with some exposure to Flask/Fast API
  • GenAI Fundamentals: Experience with relevant tools and framework like OpenAI API, LangChain/Llama-Index or open source language models.
  • Exposure with concepts and applications of Generative AI, i.e. Retrieval Augmented Generation.
  • Development Tools Proficiency: Adept in using tools like VS Code for script development and Jupyter notebooks for exploratory analysis.
  • Knowledge of version control with Git is valuable
  • 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

 

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