Skip to content
View JerMa88's full-sized avatar
💭
Coding
💭
Coding
12 followers · 29 following

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Block or report JerMa88

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
JerMa88/README.md

👋 Hi there, I'm Zerui "Jerry" Ma

Google Scholar Badge Website Badge LinkedIn Badge

🚀 About Me

  • 🎓 Ph.D. Student in Electrical Engineering (Moody Graduate Fellow) at Southern Methodist University
  • 💼 Former Research Scientist Intern at AT&T (Chief Data Office)
  • 🔬 Researching LLM Pre/Post-Training & Alignment, Low-Precision Inference Systems (NVFP4/CUDA), and Agentic Systems
  • 🔧 Featured Work: Predicting ID with LLaMA
  • 📫 How to reach me: jerryma@smu.edu

🛠 Tech Stack

  • 📜 Languages: Python, C/C++, CUDA C++, Rust, TypeScript, Bash, SQL
  • 🧠 ML & Systems: PyTorch, Hugging Face (Transformers, PEFT, TRL), vLLM, TensorRT-LLM, DeepSpeed, Ollama
  • 🤖 Agentic AI & Retrieval: Model Context Protocol (MCP), LangChain, GraphRAG, Qdrant, Neo4j
  • 🌐 Tools & Infrastructure: Linux, Slurm HPC, Docker, Git, AWS (EC2), GCP

📊 GitHub Stats

Jerry's GitHub stats Top Langs

Highlight Repositories

  • kug_eval - Knowing-Using Gap (KUG) diagnostic toolkit for SFT generalization & memorization
  • graph_rag - Graph-vector database for tree/graph-of-thought knowledge representation and agentic reasoning
  • PyTAO - A toolkit to assist ONIOM calculations in Python
  • Automative Debug Assistant - LLM-powered debugging assistant for custom software projects

⭐ Thanks for stopping by! Feel free to check out my repositories or connect with me on LinkedIn.

Pinned Loading

  1. PyTAO PyTAO Public

    A toolkit to assist ONIOM calculation, in Python

    Perl

  2. automative_debug_assistant automative_debug_assistant Public

    SMU CS3341 Project

    C++ 1

  3. final_exam_study_tool final_exam_study_tool Public

    Help you study for your final

    HTML 5

  4. graph_rag graph_rag Public

    An efficient graph-vector database powered by ArcadeDB for tree-of-thought and graph-of-trought knowledge representation and agentic reasoning.

    HTML