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Focusing
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Focusing
3 followers · 13 following
  • Roche Sequencing Solution
  • Santa Clara

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

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jmsung/README.md

Hi there 👋

I’m an AI Research Scientist with over 15 years of experience in industry and academia. I leverage my background in physics, biology, and computational methods to develop AI-driven solutions for complex biological challenges. My expertise spans statistical modeling, multi-omics analysis, and machine learning applications in human health, longevity, and drug discovery.

My personal mission is to enable healthy lifespans of up to 200 years through breakthroughs in Bio-ML—contributing innovations that benefit all of humanity. Outside of work, I’m a lifelong swimmer and avid runner.

🔭 Currently working on:

  • SBX: Nanopore-based single-molecule sequencing technology @ Roche Sequencing Solutions
  • HFC: Evaluating generative AI reasoning models and prompt engineering @ Scale AI
  • Digital Pathology: Pancreatic cancer survival prediction from whole-slide images (WSIs)
  • Cyber Security: LLM assisted cyber security for abnormality detection
  • AI Assisted Protein Design: Protein language model with few shots learning for AI assisged genome editinng
  • Bio-ML: Various Biology and ML projects

📫 Get in touch:

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  1. digital-pathology digital-pathology Public

    Predicting Pancreatic Cancer Patient Survival Using AI and Digital Pathology

    Jupyter Notebook 1

  2. jmsung.github.io jmsung.github.io Public

    HTML

  3. smor-analysis smor-analysis Public

    Single molecule analysis of fluorescent ligand binding

    Python

  4. bio-ml bio-ml Public

    HTML

  5. EvolvePro EvolvePro Public

    Forked from mat10d/EvolvePro

    This is the offical codebase to reproduce and use EVOLVEpro, a model for in silico directed evolution of protein activities using few-shot active learning.

    Python

  6. Pro-FSFP Pro-FSFP Public

    Forked from ai4protein/VenusFSFP

    Pro-FSFP: Few-Shot Protein Fitness Prediction

    Python