👋 Hi there
👋 My name is Mindong Choi
🏗️ SNU CEE & IMAI
🥰 Into every field of AI
💻 Tech Stacks
Orange Fritters
AI Enthusiast
🔥Projects
| Project | Description |
|---|---|
| Real Time Squat Classifier Using MediaPipe | Client-side rendering service that evaluates squat posture using seven different labels. Developed a Flow for classifying real-time Pose Video data from a webcam input on a browser using the MediaPipe framework. #BrowserAI #VideoAI #Mediapipe #AIaaS |
| MRI Reconstruction AI for Fast MRI Challenge | 3rd place winner in the fastMRI 2022, the largest AI modeling competition at SNU. Built a model combining E2E-Varnet and RCAN. Trained and inference of large-size AI models in 8GB GPU by applying various model memory optimization techniques. #MemorySaving #Pytorch |
| Change Detection & Climate Detection AI for PlanetA Challenge | 1st place winner in the PlanetA 2022, an AI modeling competition for solving natural science problems at SNU. Built multi-modal siamese nested unet to solve change detection problem. Applied an UNet++ model to detect atmospheric river. #AIModeling |
| Recommendation & NLP based E-Commerce Website | Responsible for web development of a AIaaS demo site for a fashion item recommendation and review summarization. Developed the front-end of the site using React JS, back-end using MongoDB and Express, and built a model server with FastAPI. #AIaaS #WebDevelopment |
| Algorithm for Locating Elderly Leisure Facilities based on Graphs | Selection of optimal locations for elderly leisure facilities in Gwanak-gu. Constructed a pedestrian network and embedded various variables. Designed an objective function using matrix operations. Used genetic algorithm to obtain the optimal location. #Graph #GeneticAlgorithm #MCLP |