Orthodox Move

Be a mature yet idealistic man

  • ✨ I graduated from BUPT
  • 💻 I am an algorithm engineer with experience in risk control algorithms and search algorithms
  • 🔭 I am interested in deep learning, machine learning, recommendation algorithms, and LLM fine-tuning
  • 💭 My favorite motto is Live well, don’t overthink
  • 🌱 I enjoy writing blogs in my spare time, hoping to create interesting code

Programming Languages & Frameworks

Development LanguagesPython, Java, Scala, Bash, MATLAB
Deep LearningPyTorch, Transformers
Deep Learning InferenceTriton, ONNX
LLM DeploymentvLLM, Ollama
LLM Fine-tuningUnsloth, trl, LLaMA Factory
AgentAgentScope, LangGraph, Qwen Agent
Big DataHadoop, Hive, Spark
FrontendReact, Next.js
BackendFastAPI
DatabaseMySQL, PostgreSQL, ClickHouse
ToolsDocker, Miniconda, JupyterLab

Open Source Projects

See: GitHub Repositories

1. LLM Applications

2. LLM Deployment & Fine-tuning

  • sft-note: Supervised fine-tuning (SFT) of LLMs using trl and Unsloth
  • llm-deploy: Deploying LLMs using Ollama and vLLM

3. Deep Learning

  • clip-server: CLIP model inference service based on Triton
  • clip-app: Text-to-image search implementation based on Faiss + CLIP
  • graph-embedding: Exploring three graph embedding algorithms: GraphSAGE, GCN, and GAT

4. Machine Learning

  • lightgbm-binary: LightGBM algorithm implementation for binary classification tasks

5. Risk Control Algorithms

6. Fun Projects