Illuminate the World

Machine learning engineer

Seyeong
Han

Illuminating paths to technological equality

Mission

Illuminating the path to reduce technology gaps, ensuring everyone benefits from technological advancements.

Recent Update

Our memary labs team released an open-source, memory RAG system: memary 🤗

ABOUT

I am a versatile 7 years software engineer from Machine Learning to Full-Stack development.

I have worked as a Machine Learning Engineer for three years in South Korean companies, and
established my own startup, Smart Cowshed Management Open Platform, when I was a junior undergraduate.

I can create and achieve anything with 16 hours of gusto

To Recruiters) I can work for 3 years from Dec 2024 with an F-1 visa STEM option.
I hope I could get a chance to contribute to your company.

Educations

University of Texas at Austin
MS. in Engineering Management – Austin, TX | Aug 2023 – Dec 2024

Chonnam National University
BS. in Electronic Engineering – Gwangju, Korea | Mar 2015 – Aug 2020

Interests

Entrepreneurship, MLOps, Stable Diffusion, Google Cloud Platform, Computer Vision

Skills

Google Cloud Platform, Deepstream, TAO, TensorRT, Diffusers, Airflow, Pytorch, ReactNative, Javascript

Google Cloud Platform Profile

Projects

Synthetic Dataset – Stable Diffusion [Resume]

Machine Learning Engineer, Aug 2022 – Aug 2023 Developed a custom Stable Diffusion Inpainting model for scarce cracks, generating 300 images from 12. This improved YOLOv8-nano instance segmentation performance from Mask AP@50 0.043 to 0.718. Uncertainty Score-based Image Selection The fine-tuned inpainting model can generate an infinite number of images by adjusting sampling parameters such…
Read more: Synthetic Dataset – Stable Diffusion [Resume]
UT Startup – ReactNative [Resume]

Overview This was my first time developing a mobile application using React Native – a new framework, and Javascript – a new language. I worked on this project at Texas Momentum, a startup at The University of Texas at Austin. I could have confidence that I could develop other new languages and frameworks by just…
Read more: UT Startup – ReactNative [Resume]
Super Resolution [Resume]

AI Researcher, Mar 2021 – Jul 2022
Read more: Super Resolution [Resume]
Object Detection [Resume]

Internship, AI Researcher Aug 2020 – Dec 2020
Read more: Object Detection [Resume]
Self-Startup, CTO [Resume]

Korean Cowshed Management Open Platform, May 2018 – Jan 2020 Built a startup in college that notified cow farmers when cows were ready to get pregnant and earned $70,000 from 70 farmers and 400 CCTVs. If artificial insemination is performed within 24 hours of riding on the cow’s back, the pregnancy rate is close to…
Read more: Self-Startup, CTO [Resume]
Undergraduate Freelancer [Resume]

AI Car Count Program – May 2018 May 2018 I built this application by myself when I was a junior in undergraduate. AI Car Count for different car types – Feb 2019 I built this application by myself when I was a junior in undergraduate. AI Surveillance System – Mar 2018
Read more: Undergraduate Freelancer [Resume]

Study

Recent Articles

Contact Info: h960213@gmail.com

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