Skip to content
View rootofdata's full-sized avatar
17 followers · 13 following

Achievements

Achievement: StarstruckAchievement: QuickdrawAchievement: Pull Shark

Achievements

Achievement: StarstruckAchievement: QuickdrawAchievement: Pull Shark

Block or report rootofdata

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
rootofdata/README.md

Youngsuk's Github Readme 👋

AI Consultant & Proeject Manager (w/ Develop AI Systems)

Exploring how Generative AI transforms real businesses.
Currently working as an AI Consultant / PM, designing and delivering solutions across LLM, Vision, and Data Intelligence. B.S. in Mathematics & AI Statistics @ Soongsil University
Passionate about building ideas into real, working systems—making data and models useful. 🚀

Connect with me

Linkedin Badge instagram naver

Tech stack

Python Pytorch tensorflow keras OpenCVTableau Folium YOLO R HTML5

Experience

  • Samsung SDS Australia (22.11 ~ 23.11)
    • Built a Logistics Inbound Processing System using ML-based prediction models
  • KOTRA Sydney (23.11 ~ 24.01)
    • Conducted global market research and digital business analysis
    • Supported data-driven decision-making for overseas business projects
  • LotteInnovate (24.09 ~) - ~~
    • AI Consultant & PM for Generative AI / AI Agent Solutions
    • Designing LLM, Vision, and RAG-based AI Projects across retail, construction, and service domains

Fun fact:

  • Lately, I'm deeply into Reinforcement Learning and AI Agents
  • I’m fascinated by the idea of a world where AI autonomously handles real tasks

⚡ Coding Goals:

  1. Contribute to open-source ML projects
  2. Build a data-driven app that makes life easier
  3. Explore real-time AI applications

📊 GitHub Stats

Solved.ac 프로필

Rootofdata's GitHub stats

Pinned Loading

  1. LSTM-AE_for_Unsupervised_Outlier_Detection LSTM-AE_for_Unsupervised_Outlier_Detection Public

    an innovative framework for indoor air quality outlier detection, comprising three modules: LSTM-AE-based reconstruction error detector, latent feature class-assisted SVM detector, and an ensemble …

    Jupyter Notebook 25 2

  2. SDS-Brightics SDS-Brightics Public

    Smart Factory Semiconductor Process Optimization, Medical cost prediction, financial fraoud analysis, weather conditions, solar-wind prediction

    4

  3. AILAB_Sleep-Scoring-Modeling AILAB_Sleep-Scoring-Modeling Public

    Infrared sleep video and voice database construction project for disease diagnosis using artificial intelligence technology

    Jupyter Notebook 5

  4. SSU_Dataton_Recommendation_system SSU_Dataton_Recommendation_system Public

    Developing a recommendation system and implementing a service using library data provided by SSU Data Competition

    Jupyter Notebook 3

  5. Using-XGBoost-for-correlation-of-cancer Using-XGBoost-for-correlation-of-cancer Public template

    Using boosting techniques to analyze and predict the correlation of cancer incidence rates from Fundamental Science Convergence Research Institute.

    Jupyter Notebook 4