Welcome
Welcome
Innovation begins with vision
Innovation begins with vision
Scroll to see how Heesoo's vision shapes tomorrow
Innovation begins with vision
Scroll to see how Heesoo's vision shapes tomorrow
Hi, I'm Heesoo
Hi, I'm Heesoo
My vision is AI that's both powerful and protected. Combining full stack and AI/ML capabilities, I build secure systems that transform complexity into clarity.
My vision is AI that's both powerful and protected. Combining full stack and AI/ML capabilities, I build secure systems that transform complexity into clarity.
My vision is AI that's both powerful and protected. Combining full stack and AI/ML capabilities, I build secure systems that transform complexity into clarity.
Experience
Experience
Experience
2024
2024
2024
Machine Learning Intern
Machine Learning Intern
Machine Learning Intern
Samsung
Samsung
Machine Learning Engineering Intern
Improved AI Voice Assistant performance by increasing speaker verification accuracy by 3.5%.
Improved AI Voice Assistant performance by increasing speaker verification accuracy by 3.5%
2023-24
2023-24
2023-24
Machine Learning Intern
Undergrad Researcher
Undergrad Researcher
Google x Purdue
Google x Purdue
Undergrad Researcher
Built a contrastive learning model to detect misclassified pre-trained architectures, achieving 96.55% accuracy
Built a contrastive learning model to detect misclassified pre-trained architectures, achieving 96.55% accuracy
2023
2023
2023
Machine Learning Intern
Machine Learning Intern
Software Engineering Intern
Samsung
Samsung
Software Engineering Intern
Designed a custom camera app leveraging Samsung Android plugins and Camera2 API
Designed a custom camera app leveraging Samsung Android plugins and Camera2 API
Projects
Projects
Projects
Skills Used
Framer, Git, CSS, HTML
Minimalist Portfolio
Crafted a clean, Apple-inspired portfolio that puts the focus where it matters - on the work.
Click to flip
Skills Used
SQL, Pandas, Polars
Web Server Data Analytics
Built a system to analyze server logs and detect malicious IPs, keeping BoilerExam’s servers safe from threats.
Click to flip
Skills Used
PyTorch, Diffusion Models, Contrastive Learning, Data Augmentation, CUDA
Reimplementation of IMMA (ECCV 2024)
Reimplements IMMA: Immunizing Text-to-Image Models Against Malicious Adaptation from scratch in PyTorch. IMMA protects gen-AI from harmful modifications—like style copying or unauthorized content generation—while preserving their intended functionality.
Click to flip
Skills Used
Framer, Git, CSS, HTML
Minimalist Portfolio
Crafted a clean, Apple-inspired portfolio that puts the focus where it matters - on the work.
Click to flip
Skills Used
SQL, Pandas, Polars
Web Server Data Analytics
Built a system to analyze server logs and detect malicious IPs, keeping BoilerExam’s servers safe from threats.
Click to flip
Skills Used
PyTorch, Diffusion Models, Contrastive Learning, Data Augmentation, CUDA
Reimplementation of IMMA (ECCV 2024)
Reimplements IMMA: Immunizing Text-to-Image Models Against Malicious Adaptation from scratch in PyTorch. IMMA protects gen-AI from harmful modifications—like style copying or unauthorized content generation—while preserving their intended functionality.
Click to flip
Skills Used
Framer, Git, CSS, HTML
Minimalist Portfolio
Crafted a clean, Apple-inspired portfolio that puts the focus where it matters - on the work.
Click to flip
Skills Used
SQL, Pandas, Polars
Web Server Data Analytics
Built a system to analyze server logs and detect malicious IPs, keeping BoilerExam’s servers safe from threats.
Click to flip
Skills Used
PyTorch, Diffusion Models, Contrastive Learning, Data Augmentation, CUDA
Reimplementation of IMMA (ECCV 2024)
Reimplements IMMA: Immunizing Text-to-Image Models Against Malicious Adaptation from scratch in PyTorch. IMMA protects gen-AI from harmful modifications—like style copying or unauthorized content generation—while preserving their intended functionality.
Click to flip
Skills Used
Framer, Git, CSS, HTML
Minimalist Portfolio
Crafted a clean, Apple-inspired portfolio that puts the focus where it matters - on the work.
Click to flip
Skills Used
SQL, Pandas, Polars
Web Server Data Analytics
Built a system to analyze server logs and detect malicious IPs, keeping BoilerExam’s servers safe from threats.
Click to flip
Skills Used
PyTorch, Diffusion Models, Contrastive Learning, Data Augmentation, CUDA
Reimplementation of IMMA (ECCV 2024)
Reimplements IMMA: Immunizing Text-to-Image Models Against Malicious Adaptation from scratch in PyTorch. IMMA protects gen-AI from harmful modifications—like style copying or unauthorized content generation—while preserving their intended functionality.
Click to flip
Skills Used
SQL, Pandas, Polars
Web Server Data Analytics
Built a system to analyze server logs and detect malicious IPs, keeping BoilerExam’s servers safe from threats.
Click to flip
Skills Used
PyTorch, Diffusion Models, Contrastive Learning, Data Augmentation, CUDA
ECCV Paper Reimplementation
Implemented cutting-edge AI defense system to protect gen-AI from harmful manipulation.
Click to flip
Skills Used
Framer, Git, CSS, HTML
Minimalist Portfolio
Crafted a clean, Apple-inspired portfolio that puts the focus where it matters - on the work.
Click to flip
Skills Used
SQL, Pandas, Polars
Web Server Data Analytics
Built a system to analyze server logs and detect malicious IPs, keeping BoilerExam’s servers safe from threats.
Click to flip
Skills Used
PyTorch, Diffusion Models, Contrastive Learning, Data Augmentation, CUDA
ECCV Paper Reimplementation
Implemented cutting-edge AI defense system to protect gen-AI from harmful manipulation.
Click to flip
Skills Used
Framer, Git, CSS, HTML
Minimalist Portfolio
Crafted a clean, Apple-inspired portfolio that puts the focus where it matters - on the work.
Click to flip
Skills Used
SQL, Pandas, Polars
Web Server Data Analytics
Built a system to analyze server logs and detect malicious IPs, keeping BoilerExam’s servers safe from threats.
Click to flip
Skills Used
PyTorch, Diffusion Models, Contrastive Learning, Data Augmentation, CUDA
ECCV Paper Reimplementation
Implemented cutting-edge AI defense system to protect gen-AI from harmful manipulation.
Click to flip
Skills Used
Framer, Git, CSS, HTML
Minimalist Portfolio
Crafted a clean, Apple-inspired portfolio that puts the focus where it matters - on the work.
Click to flip
Skills Used
SQL, Pandas, Polars
Web Server Data Analytics
Built a system to analyze server logs and detect malicious IPs, keeping BoilerExam’s servers safe from threats.
Click to flip
Skills Used
PyTorch, Diffusion Models, Contrastive Learning, Data Augmentation, CUDA
ECCV Paper Reimplementation
Implemented cutting-edge AI defense system to protect gen-AI from harmful manipulation.
Click to flip
Skills Used
Framer, Git, CSS, HTML
Minimalist Portfolio
Crafted a clean, Apple-inspired portfolio that puts the focus where it matters - on the work.
Click to flip