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S0ngRu1/README.md

Hi there, I'm S0ngRu1 👋

🧑‍💻 About Me

  • 🤖 NLP Algorithm Engineer specializing in LLMs, RAG, and Multimodal Learning.
  • 🛡️ Fake News Detection Researcher focusing on BERT, Graph Attention Networks (GAT), and Contrastive Learning.
  • ⚙️ Backend Developer & Maintainer of LiteLLM, focusing on high-concurrency AI gateways and model orchestration.
  • 🐹 Gopher in Transition — Currently migrating core microservices from Python to Go (Gin) for enhanced performance.

🛠️ Tech Stack & Tools

🧠 AI & Deep Learning

  • Core Models: BERT, RoBERTa, CLIP, Llama, GPT.
  • Expertise: Multimodal Fusion, Semantic Retrieval, Cross-Modal Attention.

💻 Backend & Infrastructure

  • Go (Golang) + Gin
  • FastAPI
  • LLM Gateway / API Proxy Design
  • Docker / Microservices
  • Model Routing / Load Balancing / Cost Tracking

🚀 Key Projects

🕵️ Multimodal Fake News Detection

  • MS-GAT: A fake news detection framework based on Cross-Modal Similarity Perception and Graph Attention Fusion.
  • CMAWSCL: Chinese Fake News Detection utilizing Weak-supervised Contrastive Learning and Cross-Modal Attention mechanisms.
  • Keywords: BERT, Graph Neural Networks, Contrastive Learning, Multimodal Alignment.

🌐 AI Infrastructure & Agents

  • LiteLLM (Maintainer): Actively maintaining the Python SDK and Proxy Server to call 100+ LLM APIs with unified OpenAI format, load balancing, and cost tracking.
  • FULING: An end-to-end voice dialogue system allowing users to interact with AI characters via LLM-powered backends.
  • aitoken-aigc-agent: A Go-based experimental ground for AIGC agents, exploring high-performance orchestration.

🔭 Currently Working On

  • 🐹 Go Ecosystem: Deepening expertise in Gin and Gorm to build robust, scalable AI backends.
  • 🔍 RAG Optimization: Enhancing Dense Vector Retrieval and Reranking strategies for large-scale enterprise knowledge bases.
  • AI Gateway: Adding advanced guardrails and multi-tenant quota management to LiteLLM.

📫 Get in Touch

  • 📧 Email: kardhbped@gmail.com
  • 💬 Ask me about: NLP algorithms, LLM deployment, or the journey from Python Expert to Gopher.

Pinned Loading

  1. FULING FULING Public

    与你最爱的角色进行一场跨越时空的语音对话。

    Python

  2. LINGZHUAN LINGZHUAN Public

    这是一个集成了政策文件分析与项目计划管理功能的 Web 应用,通过 AI 技术帮助用户快速对比政策文件差异,并提供甘特图生成等项目管理工具。

    HTML

  3. CMAWSCL CMAWSCL Public

    Chinese Fake News Detection Model Based on Cross-Modal Attention Mechanism and Weak-supervised Contrastive Learning

    Python 1

  4. MS-GAT MS-GAT Public

    基于跨模态相似度感知与图注意力融合的虚假新闻检测

    Python

  5. litellm litellm Public

    Forked from qiniu/litellm

    Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthr…

    Python

  6. ViralDramaBot ViralDramaBot Public

    🎬 一站式短剧自动化流水线:支持从抖音下载无水印视频、剪映智能剪辑 到 微信视频号平台矩阵发布的全链路 解决方案。

    Python 2 1