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bucheoncityboy/README.md

Jaewon Kim (김재원)

📌 Pinned Projects

📂 전체 저장소 맵: portfolio-index — 모든 공개 저장소 링크 정리

프로젝트 포지셔닝 핵심 수치
agentic-research-pipeline [AX / 프로세스 개선] AI Agent 기반 기업분석 리포트 자동화 Agent-Native Phase 0~5 · 자가 검증 게이트 · 19종목 커버리지 · 샘플 결과물 6건
deep-quant-risk-haqr [전략 R&D] 딥러닝 꼬리위험 정량화 Hierarchical Attention + Non-Crossing Quantile · Sharpe 1.05 (LGBM 0.82 대비) · Pinball 0.00584 · PSR 0.78
fama-french-korea-factor [데이터 관리 / 팩터 분석] 한국 시장 팩터 실증 FnGuide 311개월 패널 · 1,054 종목 ETL · GRS F=1.697 · SMB 부호 반전 발견

🛠️ Tech Stack

Python · TensorFlow · PyTorch · pandas · statsmodels · FastAPI · Docker · pytest

Pinned Loading

  1. agentic-research-pipeline agentic-research-pipeline Public

    AI Agent 기반 기업분석 리포트 자동화 (Agent-Native, Phase 0~5, 자가 검증 게이트)

    HTML

  2. deep-quant-risk-haqr deep-quant-risk-haqr Public

    Deep quant tail-risk: Hierarchical Attention Quantile Regression (TensorFlow, Non-Crossing Quantile Head, F-Fidelity XAI)

    Python

  3. Dynamic-Shield-K-ICS-AI Dynamic-Shield-K-ICS-AI Public

    Python

  4. fama-ff3- fama-ff3- Public

    Replication of Fama-French (1993) 'Common Risk Factors in the Returns on Stocks and Bonds' in Python

    Python

  5. fama-french-korea-factor fama-french-korea-factor Public

    한국 시장 Fama-French 3-Factor 실증: FnGuide 311개월 패널 ETL + 25 Size-BM 포트폴리오 + GRS 검정

    Python