형훈 성

@tony44

Message

Data scientist with expertise in AI and machine learning.

South Korea

Message

What I'm looking for

Seeking roles in AI and data science that offer growth opportunities and impactful projects.

Hyunghoon (Tony) Sung is a data scientist with a Master's in Digital Analytics from Yonsei University, where he graduated with a 4.0 GPA. His thesis focused on enhancing image resolution using BEiT-based feature extraction.

He has experience as an AI Developer at Neospectra and as a Data Scientist Intern at SmartMind, where he developed AI models for digital marketing and managed cloud servers. His research at the Computational Media Lab involved machine learning for text and image analysis.

Hyunghoon has won several awards in data competitions and is certified in SQL development and big data analysis. He is fluent in Korean, advanced in English, and intermediate in Japanese.

Experience

Work history, roles, and key accomplishments

AI Developer

Neospectra

Sep 2022 - Feb 2023 (5 months)

Researched and developed semantic segmentation and object detection models for drone imagery. Implemented techniques for shadow detection, removal, and image inpainting.

Object Detection Image Inpainting Python AI Development

Department Server Assistant

State University of New York at Albany

Mar 2022 - Sep 2022 (6 months)

Provided server support for AI training and data science projects, ensuring smooth operation and maintenance of departmental servers.

Data Science Python SQL Linux

Data Scientist Intern

SmartMind

Jun 2021 - Sep 2021 (3 months)

Developed an AI-based digital marketing advertising platform. Implemented a Multi-Armed Bandit algorithm for optimizing advertising performance and managed cloud servers.

Data Science AI Development SQL Server Azure Cloud Management

Graduate Research Assistant

Computational Media Lab

May 2019 - Jun 2020 (1 year 1 month)

Assisted in research focusing on applying machine learning and deep learning techniques for analyzing unstructured online data, including text, images, and video. Developed models for text classification and consumer product rating prediction.

Machine Learning Deep Learning Python Vision Transformer

Education

Degrees, certifications, and relevant coursework

Yonsei University

Master, Digital Analytics

2022 - 2024

Grade: 4.0/4.3

Activities and societies: Graduate Research Assistant at Computational Media Lab (May 2019 - May 2020), Department Server Assistant for AI training & Data Science (March 2022 - Aug 2023).

Thesis: Enhancing Image Resolution and Texture Detail Through BEiT-based Feature Extraction – Integrated BEiT-based feature extraction into SR models to improve image restoration quality.

State University of New York at Albany

Bachelor, Informatics

2016 - 2020

Grade: 3.32/4.0

Activities and societies: Minored in Japanese Studies, participated in Cyber Security Internship (May 2019), received Dean's List Honors and Scholarship (May 2019 - May 2020).

Focused on Informatics with a concentration in Data Analytics. Achieved Cum Laude honors and was on the Dean's List.