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Sung-Oh Jung Email & Phone Number

Data scientist & Data Analyst emphasizing statistical approach and machine learning at Psomagen
Location: Seoul, South Korea, Korea, Republic of 5 work roles 2 schools
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Role
Data scientist & Data Analyst emphasizing statistical approach and machine learning
Location
Seoul, South Korea, Korea, Republic of
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Who is Sung-Oh Jung? Overview

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Sung-Oh Jung is listed as Data scientist & Data Analyst emphasizing statistical approach and machine learning at Psomagen, a with 39 employees, based in Seoul, South Korea, Korea, Republic of. AeroLeads shows a matched LinkedIn profile for Sung-Oh Jung.

Sung-Oh Jung previously worked as Data Science Staff (Intern) at Psomagen and Undergraduate Researcher at Data Science Lab Yonsei. Sung-Oh Jung holds Bachelor Of Science - Bs from Yonsei University 연세대학교.

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Psomagen

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About Sung-Oh Jung

I am a senior undergraduate pursuing a dual B.S. in Applied Statistics and Computer Science at Yonsei University, Seoul, Korea. Driven by a keen interest in applying statistics across various fields, I have gained extensive data science experience including survival data analysis, economics, quantum computing, and particularly, artificial intelligence.Through BITAmin and Data Science Lab activities, I have led numerous projects focusing on AI, and developed specific AIs, such as an anomaly detection AI, a font-generating AI, a cartoon storyboard-generating AI, etc. (Please refer to the Experience and Projects section for more details). In addition, I contributed as a researcher in Quantum CNN project at the q-DNA lab, fueled by my curiosity in quantum computing. Currently, under the supervision of Professor Taeyoung Park, I am conducting research at Data Science Lab on Bayesian Statistics and developing the LPPL model. The model aims to predict crashes in economic bubble situations using Bayesian methodologies.Leveraging the expertise and skills gained from these experiences, my goal is to emerge as a data scientist contributing to diverse fields, including Medicine, Economics, Sports, and IT, using Bayesian Statistics and Artificial Intelligence. To achieve this goal, I have not only secured hands-on experiences but also accomplished significant academic achievements (i.e., Highest Honors, Honors) at both Yonsei University and the University of California, Santa Cruz. I am actively seeking internship opportunities to excel as a data scientist, and I am confident that hiring me would be a decision you will not regret.Interesting fact- I grow muscles and strength with a daily routine of 50 push-ups.- I have a fourth-degree black belt in Taekwondo which is a traditional Korean martial art.

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Psomagen
Psomagen
Data scientist & Data Analyst emphasizing statistical approach and machine learning
rockville, maryland, united states
Website
Employees
39
AeroLeads page
5 roles

Sung-Oh Jung work experience

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Data Science Staff (Intern)

Current

Rockville, Maryland, United States

Jul 2024 - Present

Undergraduate Researcher

Seoul, South Korea

Supervisor: Professor Taeyoung Park(Department of Applied Statistics, Yonsei University) https://dslab-with.github.io/web/Skills: R, Numpy, Pandas, Pytorch, Matplotlib, Seaborn, Git- Conducted research on Bayesian statistics and machine learning- Fancy Font project: Carried out a project on Korean font generating model using U-Net, DCGAN and conditional GANlink:https://sjung055.notion.site/Fancy-Font-cc94e9d3f55948e59a8105f5b0215f33?pvs=4- SPOILOR project: Led an industry-academic cooperation project on developing AI models that generate Webtoon(online cartoon) storyboardslink:https://sjung055.notion.site/SPOILOR-industry-academic-cooperation-project-d819f40a006b40b59c1b74197eaf011b?pvs=4- Bayesian LPPL Model project: Developed code for implementing algorithms described in the paper “A Bayesian Analysis of Log-Periodic Precursors to Financial Crashes”link:https://sjung055.notion.site/Bayesian-Log-Periodic-Power-Law-LPPL-Model-f0d4621ff18f4ebaa14c4dd06a2cf951?pvs=4- Project Hangang Gang: Spearheaded the Exploratory Data Analysis of KBO baseball data, as a team leaderlink:https://sjung055.notion.site/Project-Hangang-Gang-4adfe247c1004e23a560c582c5d4fb39?pvs=4

Jun 2023 - Jul 2024

Undergraduate Researcher At Q-Dna Lab

Seoul, South Korea

q-DNA lab, Yonsei University, Seoul, KoreaUndergraduate ResearcherSupervisor: Professor Daniel Kyungdeock Park(Department of Applied Statistics, Yonsei University) https://quantumpark.yonsei.ac.kr/homeSkills: Pennylane, Pytorch, Docker, Quantum Machine Learning- Conducted research on Quantum Computing and CNN method for image classification- Formulated a Quantum CNN method for RGB image classification

Jul 2022 - Aug 2022

Data Science Researcher

Bitamin (Big Data Analyzing Club)

Seoul, South Korea

BITAmin (Big Data Analyzing Club)Skills: Numpy, Pandas, Scikit-Learn, Pytorch, Matplotlib, Seaborn, GitProject: “DACON AI competition for detecting fraudulent credit card transactions”Generated AI models for detecting fraudulent credit card transactions by combining ML/DL models (Auto-Encoder, isolation forest, PCA, Elliptic Envelop, etc.)Result: Top 26% among whole competitors

Feb 2022 - Aug 2022

Mentor For Middle School Students

Seoul, South Korea

Consulted and advised middle school students taking online classes at soobakc.comFor middle school students, produced videos about studying

Dec 2018 - Dec 2019
Team & coworkers

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2 education records

Sung-Oh Jung education

FAQ

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What company does Sung-Oh Jung work for?

Sung-Oh Jung works for Psomagen.

What is Sung-Oh Jung's role at Psomagen?

Sung-Oh Jung is listed as Data scientist & Data Analyst emphasizing statistical approach and machine learning at Psomagen.

Where is Sung-Oh Jung based?

Sung-Oh Jung is based in Seoul, South Korea, Korea, Republic of while working with Psomagen.

What companies has Sung-Oh Jung worked for?

Sung-Oh Jung has worked for Psomagen, Data Science Lab Yonsei, Yonsei University, Bitamin (Big Data Analyzing Club), and Visang Education.

Who are Sung-Oh Jung's colleagues at Psomagen?

Sung-Oh Jung's colleagues at Psomagen include Sebin Hong, Si Hyug Jang, Cleypero Vinicius Lima, Jeong Park, and Jeongil Lee.

How can I contact Sung-Oh Jung?

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What schools did Sung-Oh Jung attend?

Sung-Oh Jung holds Bachelor Of Science - Bs from Yonsei University 연세대학교.

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