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sehooni/README.md

Sehoon Park (박세훈) — AI Research Scientist/Engineer

Protein Structure Prediction & Structure-based Interaction Modeling
Resume Blog Projects Email

⭐ Research Highlight

AlphaSS — Disulfide-bond–aware AlphaFold2 pipeline

  • Method: disulfide-bond embedding + loss
  • Impact: TM-score +2–3% (MSA 충분), +5–10% (MSA 부족) / SS-bond recall +50–100%
  • Poster: BIOINFO2024 (Oct. 2024)

🏆 Competitions / Hackathons

  • CASP16 (DeepFold team) — 3rd (Antibody/Peptide) | Dec. 2024
  • Google Deepmind Gemini 3 Seoul Hackathon - Finalist (Top 6), Alpha BioAgent | Feb. 2026
    → Repo
  • LG Aimers 7th (DACON) — Finalist, Menu Demand Forecasting (Top 4% in preliminary round) | Sep. 2025
    → Dacon
  • Smilegate FutureLab weeklython — 1st, Game Scenario AI Generator | July. 2024
    → Repo
  • Upstage Global AI Week — Finalist, AI Pharmacist Chatbot | Sep. 2024
    → Repo

🔬 Current Work

Post-Master Researcher @ KBSI (Sep. 2025–Present) — AlphaFold3/Protenix-based protein structure & interaction R&D

Pinned Loading

  1. iitp-ppi/AlphaSS iitp-ppi/AlphaSS Public

    AlphaFold2 with using SSbond embedding & SSbond loss

    Python 1 3

  2. Alpha_Agent Alpha_Agent Public

    [Gemini 3 Seoul Hackathon Finalist] Alpha-Agent: A Grounded AI Sandbox for Hallucination-Free Protein Engineering via Physics-Based Verification Loops.

    Python 1

  3. AIStoryWeaver AIStoryWeaver Public

    Game Scenario AI generator (2024 smilegate AI service weekly-ton 대상수상 project)

    Jupyter Notebook 2

  4. NutriPharmAI NutriPharmAI Public

    Upstage AI Heckaton Finalist (BisAI)

    Jupyter Notebook 1