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minsing-Jin/README.md

Hi there πŸ‘‹ I'm Minsing-Jin(Minseong-Jin) and interested in AI.

πŸš€ About Me

  • 🍚 I am in Nomadamas, which is a non-commercial open-source foundation in the AI field.
  • 🌱 I’m currently learning: Computer Science, LLM action in field.
  • πŸ“« I have experience in building an AI open-source project, classical ML, and LLM applications.

πŸ“’ My archives

πŸ—žοΈ Interest

  • LLM application in various domains
  • Computer-use
  • Outrageously weird topic for an Ig Nobel Prize
  • Reinforcement learning

πŸ› οΈ Tech Stack

Project skill

  • Text mining solution
    • large-scale text analysis automation
    • LLM-based Opinion Mining
  • LookerStudio visualization
  • Build a classical machine learning project (tabular)
  • Build an open-source project from scratch
  • Technical writing
  • Unstructured data preprocessing using pandas
  • Fine-tuning OpenAI models and serving them via Docker

Language

Python C++ TypeScript

AI

Docker TensorFlow PyTorch scikit-learn Pandas FastAPI

πŸ’Ό Projects

  • Markr AI Inc. Korean-SAT-LLM-Leaderboard - leaderboard benchmarking 10 years of Korean CSAT (College Scholastic Ability Test) exams, developed by the reputable KICE (Korea Institute for Curriculum and Evaluation).

  • NomaDamas Horangi-leaderboard - Collarborate building Horangi leaderboard with W&B. Evaluate llm hallucination in Korean and join Korean-SAT-LLM-Leaderboard to horangi leaderboard.

  • NomaDamas KoHalluLens - A Korean adaptation of HalluLens. Includes dataset translation and modified benchmark code to evaluate llm Korean hallucination.

  • NomaDamas RAGchain - Building advanced Document Q&A framework. Fastest way to build a DQA system with retrieval and LLMs. Implement Dataset Evaluators.

  • Markr AI Inc. – CS agent observability. A conversational data analytics tool for customer service centers, utilizing LLMs for analysis and Looker Studio for data visualization.

  • Markr AI Inc. [H-AVOCA PoC] - A prototype of a public opinion analyzer 'H-AVOCA' explored AI applications for large-scale research data processing in Hankuk Research Inc. Analyze large news data and visualize the data in looker studio to assist analysis workflow.

  • Markr AI Inc. [GPT-based AI Tool for Marketing Research] - Build experiment process to fine-tune openAI llm, using product review data in various domain.

  • Markr AI Inc. [HRC classical machine learning] - Train Korean media statistics regression model to achieve bussiness-level performance in Hankuk Research Inc. Build classical machine learning experiment from scratch.

  • Rice-Bobb ClueHunter - Chrome extension to find the evidence from the cited webpage in llm's answers automatically.

Hakerthon

  • 2th Ralphthon host which Geoffrey Huntly participated as a judge

🀾 Contributions

πŸŽ€ Competitions

Pinned Loading

  1. NomaDamas/civStation NomaDamas/civStation Public

    Control Civilization VI using natural voice commands. You make the strategy β€” the agent executes it.

    Python 14 3

  2. hedwig hedwig Public

    This repository is for selecting the information which I want and centralizing it on one platform.

    Python

  3. KoHalluLens KoHalluLens Public

    Forked from NomaDamas/KoHalluLens

    Korean adaptation of HalluLens

    Python

  4. Korean-SAT-LLM-Leaderboard Korean-SAT-LLM-Leaderboard Public

    Forked from Marker-Inc-Korea/Korean-SAT-LLM-Leaderboard

    Korean SAT leader board

    Jupyter Notebook 9 1