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sujee/README.md

Hi, I'm Sujee πŸ‘‹

I’m an AI Developer Advocate at Nebius, helping developers build with open models through technical content, practical examples, guides, demos, and hands-on workshops.

I bring 25+ years of software-engineering experience across distributed systems, data engineering, machine learning, and cloud infrastructure.

πŸ”­ What I’m working on and exploring

  • πŸ’» Coding with open models β€” evaluating open coding models with tools such as Claude Code, Codex, OpenCode, Cline, and Cursor
  • πŸ€– AI agents and agentic workflows
  • πŸ”Ž Retrieval-augmented generation, embeddings, and vector databases
  • ⚑ LLM inference, performance, and AI infrastructure
  • 🧹 Data preparation and document processing for AI
  • πŸ§ͺ Evaluation of model and agent-harness combinations
  • 🦾 Physical AI and robotics
  • πŸ§‘β€πŸ« Hands-on workshops, demos, and developer education

🧰 Technology stack

Models and inference: Open models, Ollama, Nebius Token Factory, hosted and self-hosted inference

AI and agent frameworks: LangChain, Deep Agents, Tavily, OpenWiki, Docling

Data and retrieval: RAG, embeddings, Milvus, vector databases

Coding agents: Claude Code, Codex, OpenCode, Cline, Cursor

Languages and infrastructure: Python, Docker, Kubernetes, cloud infrastructure

πŸ’» Coding with open models

I’m exploring how open models perform in practical, day-to-day software-engineering workflowsβ€”not just isolated benchmarks.

I’m particularly interested in repository-scale code understanding, feature implementation, debugging, refactoring, tool use, long-horizon coding tasks, and cost per task.

Models I’m currently testing: Kimi K2.7 Code, GLM-5.2, and MiniMax-M3.

πŸ› οΈ Projects I’m building

A compatibility proxy for connecting Claude Code and other coding agents to open-model inference services such as Nebius Token Factory.

A full-stack, open-source RAG chatbot that answers questions about your website using open models, document processing, embeddings, and vector databases.

A hands-on collection of experiments covering LLMs, agents, RAG, inference engineering, and open-model workflows.

Practical examples using Data Prep Kit, showcasing document processing, data preparation, Docling, Milvus, and open-source RAG systems.

🎀 Talks and workshops

I speak and teach about:

  • Coding agents and open models
  • AI agents and agentic systems
  • RAG and vector databases
  • LLM inference and infrastructure
  • Open-source AI tools and workflows

πŸ”— Connect with me

🌐 sujee.dev β€’ πŸ™ GitHub β€’ πŸ’Ό LinkedIn β€’ 🐦 X β€’ πŸ¦‹ Bluesky β€’ πŸŽ₯ YouTube β€’ πŸ’¬ Discord: @sujee.dev

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  1. llm-snake-arena llm-snake-arena Public

    🐍 A live visual arena where LLMs compete in Snake - compare model latency, reliability and decision-making across OpenAI-compatible APIs.

    JavaScript

  2. ai-playground ai-playground Public

    my code and experiments in AI

    Jupyter Notebook 1 2

  3. data-prep-kit-examples data-prep-kit-examples Public

    Examples of using IBM data prep kit

    HTML 32 10

  4. The-AI-Alliance/allycat The-AI-Alliance/allycat Public

    Chat with your website using LLMs

    Python 80 38

  5. practical-llm-evals practical-llm-evals Public

    Practical benchmarks, performance tests, and experiential evaluations for open models.

    JavaScript