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SakJaeLim/README.md

πŸ‘‹ Hi, I'm Seokje Lim (μž„μ„μ œ)

AI, Data, Decision Systems

λ³΅μž‘ν•œ 업무 데이터λ₯Ό κ·Όκ±°λ₯Ό ν™•μΈν•˜κ³  싀행을 ν†΅μ œν•  수 μžˆλŠ” AI μ›Œν¬ν”Œλ‘œλ‘œ μ—°κ²°ν•©λ‹ˆλ‹€.

About Me

  • πŸŽ“ Ph.D. student in AI Convergence
  • πŸ“Š IT & AX strategy consultant (ISP, public data, digital transformation)
  • πŸ§‘β€πŸ« AI education instructor and competition judge (AI ꡐ윑 강사, μ‹¬μ‚¬μœ„μ›)

πŸ”­ Selected Work

Project What it does Stack
⭐ TrustFlow MCP Policy-gated SQL, vector, and graph data agent. Plans are allowed, revised, held for approval, or blocked before execution, with evidence-linked answers and audit records. TypeScript, PostgreSQL, pgvector, MCP
PaperOps Local-first research workflow with traceable evidence, guarded manuscript edits, and human verification gates. CI on Python 3.10 to 3.13. Python, SQLite
filename-rescue Windows utility for previewing and repairing decomposed Korean filenames. Python

Also: PortSLM, a port-domain vision-language model fine-tuned from Qwen2.5-VL-3B (team project), and a team financial QA engine with evidence citations and abstention rules (private team project).

🧭 How I Work

Define the decision β†’ Structure the data β†’ Check execution policies β†’ Inspect evidence β†’ Test failure cases

πŸ› οΈ Tech Stack

Python TypeScript PostgreSQL SQLite LangGraph Docker GitHub Actions

πŸ“ˆ GitHub Stats

πŸ“« Contact

Email Hugging Face

Projects use AI-assisted development; each README separates implemented behavior, evaluation scope, and limitations.

Pinned Loading

  1. hps-project hps-project Public

    PortSLM: μΈμ²œμ‹ ν•­ μ»¨ν…Œμ΄λ„ˆ 터미널 도메인 νŠΉν™” SLM + Ontology/Graphrag μ—μ΄μ „νŠΈ

    Jupyter Notebook 2

  2. paperops paperops Public

    Evidence-first thesis writing OS - literature collection, evidence governance, guarded manuscript editing, reproducible figures

    Python 2

  3. filename-rescue filename-rescue Public

    κΉ¨μ§„ ν•œκΈ€ 파일λͺ…을 정상 μ΄λ¦„μœΌλ‘œ λ³΅κ΅¬ν•˜λŠ” Windows 도ꡬ

    Python 2