Summary
Overview
Work History
Education
Skills
Publications
Languages
Timeline
Generic

Hyomin Seo

New York

Summary

A full-stack computer/software engineer with comprehensive knowledge and skillset covering both computer science skills on managing and analyzing mass genomic and biological datasets on multiple platforms.

Multiple years of experiences on big data, data science, AI-tool developing, and collaborative problem-solving. Two years and ongoing experience on biomedical-genomic technology software projects.

Overview

7
7
years of professional experience

Work History

Bioinformatician

Center of Advanced Genetic Technology -Mount Sinai
10.2024 - Current
  • Processing and analyzing mass genomic data through requests from labs across the country.
  • Serving as a developer/maintainer for multiple biomedical software pipelines running on Mount Sinai’s high-performance-computing cluster: DNA/RNA analysis platform, RNA-Seq and ChIP-Seq pipelines.

• Developing pipelines and analytical maps for advanced processing and down-stream analysis.

Data Analyst

Icahn School Of Medicine At Mount Sinai
06.2023 - Current
  • Creating analytic pipelines for efficient mass-data analysis. Computing and analyzing various genetic and biological data on R, Python, Linux. Performing data visualization and communication with other scientists.
  • Identifying, analyzing, and interpreting trends or patterns in complex mass-genetics data.
  • Utilizing various computational tools such as RNA-seq, samtools, edgeR, snakemake, limma, Picard, ggplot2 to deal with data types including fastq and bams.

Graduate Student Researcher

Icahn School Of Medicine At Mount Sinai
11.2021 - 05.2023
  • Graduate student research in the dry lab: Raj Lab, the member of Ronald Loeb Center for Alzheimer’s Disease under Icahn Institute.
  • Constructing multiple pipelines for various analyses on big data genomics and molecular biology to obtain a system-level understanding of neurodegenerative diseases.
  • Full thesis written and defensed; currently on pre-print in Nature communication.

Undergraduate Student Researcher

Mount Sinai Health System: Innovation Partners
07.2020 - 06.2021
  • Undergrad Researcher in a year-long project on Neurosurgery System. The project was executed through MOU between Cooper Union Mechanical Engineering Department and Mount Sinai BioDesign.
  • Performed a major part of research and development, including multiple CAD designs, simulations, research, and analysis.

FSAE PowerTrain Leader

Cooper Union School Of Engineering
01.2018 - 05.2020
  • As the lead of the powertrain (Drivetrain, Fuel, Cool, Swifter, and more) team, I led various team projects over the subsystems. Entered the 2019(onsite) and 2020 (online)FSAE Michigan International race as Powertrain system lead of Cooper FSAE team.
  • Performed multiple tasks, including designing, calculating, and simulating software for various aspects of race car optimization.

Undergraduate Student Intern

Iljin Global R&D Center
05.2019 - 09.2019
  • Participated in analyzing and designing bearing systems at the request of Hyundai and Kia
  • Conducted and presented research on the structures, constructed computational simulations, and worked with a team of R&D engineers on site.

Afterschool STEM Mentoring Program- Tutor

NYAS - ASMP
09.2022 - 12.2022
  • Afterschool science tutor in CPC Pike St. SACC at P.S. 2 for the fall semester, under the employment of NYAS-ASMP.


Education

Master of Science - Biomedical Data Science

Icahn School of Medicine At Mount Sinai
New York, NY
05.2023

Bachelor of Science - Science of Engineering, Minor in Computer Science

Cooper Union For The Advancement of Science And Art
05.2021

Skills

  • Data Science and big data processing: Python, R , MATLAB
  • Cloud Computing: Linux, Bash, Shell Git
  • Advanced computer science: ML, DL, NLP, Neural Networks
  • Statistical Analysis and complex problem-solving
  • Engineering software: SolidWorks, ANSYS, AutoCAD, CAE, and Arduino
  • Data Visualization and Presentations

Publications

Hyomin Seo, Winston H. Cuddleston, Ting Fu, Elisa Navarro, Madison Parks, Amanda Allan, Anastasia G. Efthymiou, Michael S. Breen, Xinshu Xiao, Towfique Raj, Jack Humphrey "PrePrint: Cytosine-to-uracil RNA editing is upregulated by pro-inflammatory stimulation of myeloid cells"

bioRxiv 2025.03.14.643382; doi: https://doi.org/10.1101/2025.03.14.643382

Languages

English
Proficient
C2
Korean
Proficient
C2

Timeline

Bioinformatician

Center of Advanced Genetic Technology -Mount Sinai
10.2024 - Current

Data Analyst

Icahn School Of Medicine At Mount Sinai
06.2023 - Current

Afterschool STEM Mentoring Program- Tutor

NYAS - ASMP
09.2022 - 12.2022

Graduate Student Researcher

Icahn School Of Medicine At Mount Sinai
11.2021 - 05.2023

Undergraduate Student Researcher

Mount Sinai Health System: Innovation Partners
07.2020 - 06.2021

Undergraduate Student Intern

Iljin Global R&D Center
05.2019 - 09.2019

FSAE PowerTrain Leader

Cooper Union School Of Engineering
01.2018 - 05.2020

Master of Science - Biomedical Data Science

Icahn School of Medicine At Mount Sinai

Bachelor of Science - Science of Engineering, Minor in Computer Science

Cooper Union For The Advancement of Science And Art
Hyomin Seo