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๐Ÿคฉ
๐Ÿคฉ

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@Whew-AI-Inc

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vkehfdl1/README.md

Hi there ๐Ÿ‘‹ I'm Jeffrey Kim (Dongkyu Kim) and I am RAG expert.

  • ๐Ÿ”ญ I am making AutoRAG, which is RAG AutoML tool.

๐Ÿคฉ Skills

  • RAG optimization
  • RAG evaluation
  • RAG data creation
  • Efficient inference of AI models and LLMs
  • Build python project from zero base
  • Manage open source community
  • Techincal writing

๐Ÿ’ผ Projects

  • AutoRAG AutoRAG - AutoML tool for RAG. Actively developing. Building business with it.
  • NomaDamas awesome-korean-llm - Awesome list of Korean LLM models.
  • NomaDamas KICE-slayer-AI-Korean - Prompt Engineering for solving KSAT (์ˆ˜๋Šฅ) Korean problems.
  • NomaDamas RAGchain - Building advanced Document Q&A framework. Fastest way to build DQA system with power of LLMs.
  • EDAI In-game PPL Solution - Unity SDK for in-game advertising. Build thechnologies for meausring valid impressions of in-game advertisements.
  • EDA IdolGAN - Researching and developing super resolution model for restoring K-pop girl group idols.
  • EDA KID-F - Making high quality face image dataset of K-pop female idol.
  • Whew-AI Inc. Kikic - Developed random chat app using video AI that analyze human emotions. Android front-end, ML & back-end integration to Android.
  • Whew-AI Inc. Doridori Counter - Developed automatic human head shacking detector using facial landmarks and peak detection
  • Whew-AI Inc. kongDak AI Development - Developed face chat which measures attractiveness score for couples
  • Whew-AI Inc. RubyRuby App Development - Developed baby health measurement app using rPPG & facial landmark detection
  • Whew-AI Inc. rPPG - Improved rPPG accracy (SOTA at UBFC-rPPG dataset)
  • Markr Inc. Auto-orion - Developed AutoML for TadGAN

Contributions

Conferences/Sessions

๐ŸŽ€ Competitions

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  1. Marker-Inc-Korea/AutoRAG Marker-Inc-Korea/AutoRAG Public

    AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

    Python 3k 229

  2. Marker-Inc-Korea/RAGchain Marker-Inc-Korea/RAGchain Public archive

    Extension of Langchain for RAG. Easy benchmarking, multiple retrievals, reranker, time-aware RAG, and so on...

    Python 279 27

  3. facebookresearch/nougat facebookresearch/nougat Public

    Implementation of Nougat Neural Optical Understanding for Academic Documents

    Python 9.1k 576

  4. NomaDamas/KICE_slayer_AI_Korean NomaDamas/KICE_slayer_AI_Korean Public

    ์ˆ˜๋Šฅ ๊ตญ์–ด 1๋“ฑ๊ธ‰์— ๋„์ „ํ•˜๋Š” AI

    Python 519 39

  5. NomaDamas/awesome-korean-llm NomaDamas/awesome-korean-llm Public

    Awesome list of Korean Large Language Models.

    451 29

  6. run-llama/llama_index run-llama/llama_index Public

    LlamaIndex is a data framework for your LLM applications

    Python 37.6k 5.4k