Jangho Seo

MOVE FAST and BE RESPONSIBLE

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Seoul, Republic of Korea

Hi, I’m Andrew, a Data Scientist with a passion for building AI systems to support data-driven decision-making, focusing on human-centered AI development.

I received M.S. in Artificial Intelligence at Hanyang University, advised by Dr. Eunok Paek. My research applied ML to bioinformatics to address challenges in proteomics. Specifically, I focused on reranking and rescoring de novo sequencing results, and developed novel post-processing methods for accurate peptide identification.

Currently, I’m working as a Data Scientist at Ailys, building a Decision Intelligence Platform. Before joining Ailys, I worked at TmaxEduAI as an AI Engineer, where I developed AI-based systems for personalized learning.

I’m broadly interested in Machine Learning and Software Engineering, especially applying ML across diverse fields to explore solutions to real-world challenges. I focus on pushing the frontiers of AI by enabling new capabilities and achieving performance breakthroughs. I aim to build AI systems that act as intelligent assistants, understanding human needs and context to create actionable insights and deliver real value.

I’m currently seeking a full-time position as a Data Scientist or Machine Learning Engineer. Please feel free to reach out if you’d like to connect or collaborate!

news

Apr 24, 2025 Joined Ailys (DEIN) as a Data Scientist 🎉
Dec 19, 2024 :sparkles: A paper NovoRank got accepted to JPR!
Jan 01, 2024

selected publications

  1. JPR
    NovoRank: Refinement for De Novo Peptide Sequencing Based on Spectral Clustering and Deep Learning
    Jangho Seo, Seunghyuk Choi, and Eunok Paek
    Journal of Proteome Research (JPR), Feb 2025