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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, Implementation of LLM Application in various domains.
  • 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
  • SVS (Singing Voice Synthesis)
  • 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

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

  • 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. LLM analyze large news data and visualize in looker studio.

  • Markr AI Inc. [ChatGPT-based AI Tool for Marketing Research] - Gauge the adaptability of GPT-3.5-turbo, OpenAI's flagship language model, using product review data. Focused on assessing the model's potential and limitations and optimized through fine-tuning and prompt engineering.

  • Markr AI Inc. [HRC classical machine learning] - Regression modeling using classical machine learning to predict structured data from a Korean media company in Hankuk Research Inc.

  • 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).

  • Rice-Bobb ClueHunter - Chrome extension to find the evidence from the cited webpage automatically.

  • Rice-Bobb SongSuro - AI project to swap the lyrics from the original song. It keeps the song style, pitch, rhythm, and melody unchanged, but only the lyrics are swapped to your input lyrics. (πŸƒβ€β™€οΈ In progress)

🀾 Contributions

πŸŽ€ Competitions

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