Experience & Education

Experience

Research Scientist, Alibaba-NTU Global e-Sustainability CorpLab (ANGEL)

LLM-driven sustainability and ESG research across benchmarks, knowledge graphs, writing support, post-training, and AI productivity evaluation.

  • Sustainability and ESG benchmarks, knowledge graphs, and report-generation workflows.
  • LLM post-training, writing support, and acceptance-test-oriented productivity evaluation.
  • Applied research systems with auditable data, model, and software infrastructure.

Project Officer, LILY Lab and Continental-NTU Corporate Lab

Applied AI systems for mobility risk, intelligent transportation, activity recognition, sleep-status analysis, fall detection, and recommendation.

  • Research pipelines for mobility risk, intelligent transportation, activity recognition, and fall detection.
  • Sequential recommendation and applied modeling work spanning academic and corporate-lab settings.

Education

PhD in Computer Science, Nanyang Technological University, Singapore (CCDS)

Thesis: Neural Inductive Biases for Sequential Recommendation. CGPA: 4.50/5.00.

BEng in Electrical and Electronic Engineering, Nanyang Technological University, Singapore (EEE)

Honours (Distinction), specialization in Info Communication and Computer Engineering, minor in Mathematics.

Nanjing University Admission via Gaokao; 20th SM3 Scholar

Accepted by Nanjing University through China's National College Entrance Examination (Gaokao) and selected as a 20th SM3 Scholar.

Senior Middle School, High School Affiliated to Xi'an Jiao Tong University, China

Selected Capabilities

  • Invention disclosures: First-author disclosures on driver grading, real-time risk prediction, and sleep-duration assessment; contributing author on bus-captain profiling.
  • Recognition: 20th SM3 Scholar, Southeast Asia Machine Learning Summer School full financial support, NTU Hackathon Merit Award, and Dean's List.
  • Engineering toolkit: Python, PyTorch, TensorFlow, LangChain, LlamaIndex, Hugging Face, RAG, vector databases, Gradio, Streamlit, CUDA, and Git.