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yangyaofei/README.md

Hi there 👋

1. NLP and LLM-related Modeling and Applications

  • Proficient in modern NLP algorithms and neural network architectures, with hands-on experience in reproducing and applying state-of-the-art algorithms from research papers.
  • Skilled in using LLMs, Mask-LM, and classic NLP algorithms for NLP tasks such as classification, sequence labeling, and text generation.
  • Experienced in building NLP applications using technologies like vLLM, ONNX, and gRPC.
  • Adaptable in customizing algorithms to meet diverse business requirements and transferring NLP expertise to new domains or applications.

2. Java Web Development (Spring Framework)

  • In-depth understanding of the Spring Framework, including Spring Boot, Spring Data, IoC, Bean, Configuration, and Annotations.
  • Capable of building Spring Boot based web applications from scratch, troubleshooting, and delving into source code when necessary.

3. Python Data Processing and Service Construction

  • Proficient in Python with contributions to multiple open-source projects.
  • Skilled in using FastAPI, Flask, Peewee, Celery, Pydantic, and gRPC for building robust applications and services.
  • Skilled of machine learning libraries such as PyTorch, HuggingFace Transformers, and ONNX Runtime, with hands-on experience in training and deploying models.
  • Experienced in deploying NLP models as services using gRPC, FastAPI, and Celery.

4. DevOps Automation

  • Experienced in setting up and maintaining code repositories and deploying automated CI/CD systems.
  • Experienced in creating private repositories for Maven, NPM, Docker, and Python packages, capable to establish CI/CD pipelines.
  • Established coding standards and reusable modules for Java, JavaScript, Python, and Docker.

You can check the fully version here English version and Chinese version

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