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yuutatomooka/README.md

Welcome — Yuuta Tomooka

Hi, I'm Yuuta 👋

Computer Science undergraduate at the University of Wisconsin–Madison.
I'm passionate about building AI systems that bridge technology and society — with a focus on misinformation detection, AI safety, and responsible implementation.

I’m particularly interested in how large language models can be made not only powerful, but reliable, transparent, and socially trustworthy.

version :03.12.2025   profile count  GitHub followers


🚀 What I'm Learning & Building

🧠 LLM & Information Integrity

  • Exploring LLM-based fact-checking systems
  • Building small-scale Retrieval-Augmented Generation (RAG) pipelines
  • Experimenting with structured claim verification and schema validation
  • Implementing directional reasoning and evidence alignment logic

🤖 Machine Learning

  • Implementing ML models with LightGBM, CatBoost, and XGBoost
  • Practicing model evaluation, cross-validation, and hyperparameter tuning
  • Feature engineering for structured datasets

🌐 Web & Application Development

  • Building web applications with React + TypeScript
  • Designing APIs using REST and gRPC
  • Integrating frontend and backend systems in full-stack projects

⚙️ Systems & Tools

  • Using Elasticsearch for retrieval tasks
  • Working with Docker for reproducible environments
  • Managing projects with Git and GitHub workflows

🌏 Why I Care

AI is increasingly shaping public discourse, decision-making, and governance.
I believe technical innovation must be paired with responsibility and real-world applicability.

My long-term goal is to contribute to trustworthy and human-centered AI implementation — helping connect global research with practical deployment, especially in Japan.


🛠️ Tech Stack

Languages

Languages

Tools

Tools


🏅 Highlights

  • Global Leaders Scholarship (Full Ride)
  • Dean’s List, UW–Madison
  • Leadership in global education initiatives

📫 Connect

I’m always open to collaborating on projects that explore the intersection of AI, society, and governance.

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  1. CS571-S26/p84 CS571-S26/p84 Public

    TypeScript 1 1