AI Researcher and Developer

I am an AI researcher and agent developer specializing in the intersection of deep learning, Large Language Models (LLMs), and AI cybersecurity. Holding a Ph.D. in Computer Science from McGill University, I bridge the gap between rigorous academic research and production-level deployment. My expertise encompasses the entire LLM lifecycle—from dataset curation and pretraining to fine-tuning and security alignment—as well as the architecture of robust multi-agent systems for real-world applications.

Technically, I possess a strong command of Python, PyTorch, Hugging Face, LangChain/LangGraph, and Docker. I have extensive experience applying machine learning techniques to solve complex problems in the NLP and cybersecurity domains, with a focus on reproducibility and scalability. I am familiar with the use of Claude Code for programming.

My open-source contributions and research implementations include:

  • LLM Training: I curated datasets and trained a 1.7B LLaMA model (DMaS-LLaMA-Lite).
  • Customer Service Agent Systems: I developed a Virtual Customer Service Representative, demonstrating practical multi-agent orchestration.
  • Multi-Agent Systems: I implemented the multi-agent system COMPASS which is proposed by Google.
  • AI Agent Bechmark: I developed ODCV-Bench, a safety benchmark designed to capture emergent forms of agentic misalignment.
  • Collections: You can explore my broader scope of LLM projects in my GitHub AI Collection and view my full library of models and datasets on my Hugging Face profile.

Misc

My Other Hobbies

Travelling: I enjoy natural landscapes of the earth. Some dream places for me are Fiji, Caribbean Sea, New Zealand, Austrilia, Alps mountains, Norway, and places like these.

Photography: I like to record the grandeur of nature with my camera. Take a look at my portfolio. I also enjoy watching other photographers’ landscape works on Instagram, Facebook, and 500px.

Reading modern Chinese poem: Xiaosong Gao said “Read poetry or travel: either your body or your soul should be on the way. If your cannot travel, then you can still read poetry.” That’s right. I like peoms written by Haizi (海子), Beidao (北岛), and Chen Yang (杨晨). I like listenining to Chen Yang’s recitation of his own poems and other people’s peoms. His voice soothes me of my nostalgia. I also write poems sometimes which are posted in a secret place.

Watching Hayao Miyazaki’s cartoon movies: Every time I watch his cartoon movie, I recall the beauty and hope of life. I see the sincere goodwill of some human beings. I feel very fortunate to be able to witness his works.