Resume
Education, research, AI projects, technical skills, and interdisciplinary experience.
A concise resume covering my AI product-oriented projects, education background, technical stack, and hands-on experience building LLM, RAG, multimodal, and agent-based MVPs.
Education
National University of Singapore, M.Sc. in AI for Science; Zhejiang University, B.Sc. in Geographic Information Science.
Technical Skills
Prompt DesignModel APIsStructured OutputsWorkflow DesignChunkingEmbeddingsVector RetrievalEvaluationAgent DecompositionWorkflow StateCritic AgentsHuman ReviewVision ModelsImage UnderstandingRecommendationDeepSeek APIReactNext.jsFastAPISpring BootPythonSQLPyTorchTransformers
Project Highlights
- CareerPilotAI career co-pilot for JD parsing, resume tailoring, and interview prep
- StyleSnapMultimodal wardrobe assistant for explainable daily looks
- MedRAFT Medical RAG QA SystemMedical RAG workflow for evidence-grounded Chinese QA
- Multi-Agent Quant Research SystemAgent-driven decision support for fund rotation research
Experience
Research and project experience across medical RAG, LLM reproduction, physics-guided neural networks, remote sensing analytics, and geoscience data platform development.