Hi there 👋, I am Steven Au

About Me

Master's student graduate from UCSC in Natural Language Processing seeking AI/ML Engineer position and aspiring PhD student for Computational Psychiatry.

Projects

1. Emotion Discovery and Reasoning its Flip in Conversation - SemEval Task 10 2024 ((https://github.com/deckerkrogh/semeval-2024-10)):

• Performing emotion analysis in multiparty conversations in sitcom shows MaSac and MELD
• Baseline BERT reached a .95 weighted F1 Score for emotion recognition while GRU with BERT embeddings performed .79 for binary emotion flip reasoning in Hinglish code-mixed
• Approved for NAACL 2024 Workshop, completed all 3 subtasks with one score tied for first.

2. Personalized Graph-Based Retrieval for Large Language Models - PGraphRAG ((https://arxiv.org/abs/2501.02157)):

Skills

• Programming Languages:

  • Python
  • C/C++
  • Java

• Frameworks/Libraries:

  • Tensorflow
  • PyTorch
  • Scikit-learn
  • Keras
  • Pandas

• Tools:

  • Unix
  • Git

Contact Me

• Email: [email protected]
• LinkedIn: Steven Au

Interests

• Mental Health Parity
• Diversity Inclusion, and Belonging
• Theater Arts