Min Hyuk Chris Choi
SWE | CS @ UCI
- Role
- IT Devloper at Acts2 Network
- Location
- East Lansing, MI, US
- LinkedIn followers
- 500 followers
About Min Hyuk Chris Choi
I am a Software Engineer specializing in Intelligent Systems with a deep focus on building and optimizing high-performance AI architectures. My background bridges the gap between theoretical machine learning and scalable engineering, as seen in my work developing custom diffusion engines and parallelized search algorithms.Driven by a \"build from scratch\" mindset, I’ve successfully- Engineered Generative AI: Developed a custom DDPM sampling engine using PyTorch, optimizing reverse diffusion math to achieve a 5x increase in inference speed- Optimized Computer Vision: Built a custom HOG extractor that outperformed standard library processing speeds by 61%- Architected Scalable Logic: Designed a parallelized MCTS engine for Checkers, utilizing multiprocessing to achieve a 20x boost in search speed.Beyond the code, I have experience deploying technology for real-world impact—from automating IoT data collection for sustainable farming to delivering GenAI-powered curricula to over 500 users nationwide. I am passionate about making AI more efficient, modular, and accessible.Technical Toolkit- AI/ML: PyTorch, HuggingFace, TensorFlow, Stable Diffusion, Computer Vision (HOG, ResNet18), MCTS- Languages: Python, C++, C, Java, SQL, JavaScript- Tools: Docker, Git, Linux, PostgreSQL, MongoDB
Experience
IT Devloper
Jun 2025 — Present · East Lansing, MI, US
Created and maintained organization website from scratch using Squarespace tracking 2.4k views and 900+ unique visitors• Used platform provided building blocks as well as custom HTML / CSS / JavaScript for enhanced features• Followed best SEO / AEO practices to boost organization website to the 1st ranked group for common search terms• Utilized ChatGPT and Google WhiskAI to prompt-engineer visual assets for curriculum development for 500+ children
Education
University High School
High School Diploma
UC Irvine
Bachelor of Science - BS, Computer Science
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