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πŸ‘‹ Hi, I'm MiddleK!

πŸ’‘ Interests

  • AI R&D β€’ MLOps β€’ Autonomous Agents
  • Generative AI research (LLMs, Diffusion – with a focus on ComfyUI)
  • Large-scale AI serving for high-traffic environments

πŸ›  Tech Stack

AI Development
Python PyTorch Diffusers Transformers

AI Serving
FastAPI Docker ComfyUI vLLM Triton Kubernetes SageMaker

Database
PostgreSQL MongoDB ChromaDB Qdrant Redis

Automation
Airflow Dify N8N LangChain MCP Smithery

Collaboration
Git Notion Obsidian JIRA Confluence Excalidraw

πŸš€ Experience Highlights

  • Diffusion AI Solutions: Diffusion tuning or inference method for specific domain
  • AI/ML Developer: Design and deploy scalable pipelines for LLM/Diffusion, automated R&D/production workflow
  • MLops Enthusiast: distributed inference, model quantization, and efficient model serving in containerized environments
  • Agent-based Automation: Customized AI agents for note-taking, PDF parsing, multimedia summarization, and diagram generation

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