Welcome to my GitHub! I’m a seasoned AI researcher and developer with over 18 years of experience in technology development and architecture design. My primary focus lies in LLM development, Agentic AI, and building sophisticated machine learning tools and frameworks.
- 🌟 Expertise:
- Large Language Models (LLMs): Development and application of models like ChatGPT, ChatGLM, BERT, Gemini.
- Retrieval-Augmented Generation (RAG): Implementing innovative solutions for data parsing, query-based AI responses, and data-assisted reasoning.
- AI-powered Automation: Creating tools for data analysis, automatic labeling, and contextual content extraction.
- 🏢 Current Role:
I lead a technical team of 10+ researchers and engineers at an AI-driven organization, where we specialize in NLP toolchains development, RAG integration, and advanced AI SaaS platforms. - 🌐 Key Technologies:
- AI & ML:
PyTorch,DeepSpeed,TensorFlow,GPT,ChatGPT,BERT,QWEN,GLM. - Backend & DevOps:
Java,Python,SpringCloud,Docker,PostgreSQL,ElasticSearch,Hadoop. - Visualization & Tools:
Tableau,GitHub Copilot,Nextcloud.
- AI & ML:
I’m passionate about contributing to open-source projects related to:
- Agentic AI Frameworks: Libraries enabling autonomous decision-making and robust multi-task agents.
- LLM Advancements: Implementation, fine-tuning, and multi-language support for large-scale language models.
- AI-Powered Knowledge Systems: Automating RAG pipelines for better context extraction, high-efficiency knowledge bases, and question-answering systems.
In my career, I have successfully:
- Developed AI Toolchains: Built and optimized BERT, QWEN, ChatGLM, and Gemini, supporting various NLP tasks and enabling advanced analytics.
- Designed Database Pipelines: Architected scalable data processing workflows capable of processing terabytes of hierarchical and labeled data for analytics.
- Deployed AI SaaS Solutions: Delivered powerful SaaS products based on SpringCloud microservices, enabling modular AI integrations for business intelligence.
I am eager to contribute to open-source projects aiming to advance LLM capabilities, especially in applications like Agentic AI, knowledge and reasoning systems, and multi-modal interactions.
If you're building something exciting in this space, let’s connect or discuss how I can contribute!
📩 Email me: isushaofei@gmail.com
🌟 Let's build the future of AI together!
Thanks for stopping by! 😊