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yut0takagi/README.md

🚀 Yuto Takagi




⚙️ Tech Stack



🧩 Highlights

PJT Tech Stack
ObserMe Multi‑repo / microservices ecosystem for personal analytics (Flask / React / AWS)
🧠 AI Pipeline Whisper → LLM → Structured Notes with local inference (LM Studio)
🕸️ DOM Inspector AI Web DOM → JSON structural mapping for RAG & autonomous agents
🧪 ML Sandbox EDA / modeling / simulations for DS research

🧩 Python Packages

Python Package Explanation
MRBS 部分的なデータをXGBoostで補完し、勾配上昇法とクラスタリングで最適点を探索するPythonライブラリです。
md2pdf-advanced Markdown ファイルを美しくカスタマイズされた PDF に変換できる Python パッケージです。
SessionSmith Jupyter Notebook や Python 実行時のセッション(変数・オブジェクト)を簡単に保存・復元できる軽量ライブラリです。
DOM Inspector AI This package extracts all id and class attributes from a web page, along with their DOM paths and a base64 screenshot.

Languages

DSL Explanation
Optica 数理最適化に特化したDSL(Domain Specific Language)です。



🌍 Links

Portfolio GitHub



🖤

"Build. Iterate. Overclock Reality."

Pinned Loading

  1. MRBS MRBS Public

    Model-based Response surface optimization with Bootstrap Sampling

    Jupyter Notebook 1

  2. ass-supply-chain-management ass-supply-chain-management Public

    Jupyter Notebook

  3. SessionSmith SessionSmith Public

    a lightweight Python utility that saves and restores the entire runtime session (variables, data, and models) using pickle.

    Python