Chia sẻ việc làm
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AI Intern, GreenNode
Mô tả công việc
GreenNode is the Leading AI Cloud Infrastructure and Solutions Provider in Southeast Asia, a member of VNG Group, and an official NVIDIA Cloud Partner.
With a strong understanding of the technology needs of digital-native enterprises - especially mid-tier Banks, FinTech companies, and Retail businesses, GreenNode partners closely with customers throughout their transformation journey, supporting sustainable growth and global expansion.
The AI Intern will:
- Build, and optimize RAG pipelines — including document ingestion, chunking strategies, embedding generation, and vector store management
- Experiment with and evaluate different retrieval strategies (semantic search, hybrid search, re-ranking) and chunking approaches to improve answer quality and reduce hallucinations
- Build and iterate on AI agent workflows using orchestration frameworks (e.g., LangChain, CrewAI, Agent Framework), including tool use, multi-step reasoning, and autonomous task execution
- Write, test, and refine prompts and prompt chains for both RAG systems and AI agents to ensure reliable, high-quality outputs
- Evaluate and benchmark RAG and agent systems end-to-end; identify failure modes, hallucination patterns, and propose actionable fixes
- Assist in data collection, cleaning, labeling, and preprocessing to prepare training datasets for fine-tuning tasks
- Support fine-tuning and evaluation of language models for domain-specific tasks; track experiments and report results
Yêu cầu
Education
- Currently pursuing or recently completed a Bachelor's degree in Computer Science, Data Science, AI, Software Engineering, or a related field
- Personal or academic projects involving LLMs, RAG systems, chatbots, or AI agents
- Hands-on experience calling LLM APIs (OpenAI, Anthropic, Google Gemini, or open-source models)
- Experience in fine-tune LLM
- Basic experience with vector databases or document retrieval pipelines is a plus
- Proficiency in Python; comfortable writing scripts, working with APIs, and processing data
- Familiarity with RAG components: embedding models, vector stores (Pinecone, ChromaDB, Weaviate), and retrieval strategies
- Experience with at least one agent/orchestration framework (LangChain, LlamaIndex, CrewAI, or similar)
- Understanding of prompt engineering techniques (few-shot, chain-of-thought, RAG prompting, tool use)
- Basic knowledge of ML concepts (fine-tuning, evaluation metrics, train/test splits)
- Experience with Git and collaborative development workflows
- Basic knowledge of containerization (Docker)
- Curious and self-driven learner who keeps up with the fast-moving AI landscape
- Clear communicator, able to explain technical concepts to non-technical stakeholders
- Detail-oriented with strong debugging and problem-solving skills
- Comfortable working independently while knowing when to ask for help
- Experience building end-to-end RAG applications with real-world documents
- Experience building multi-agent systems or agentic workflows in production or POC settings
- Familiarity with advanced retrieval techniques (hybrid search, re-ranking, query decomposition)
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