Jungin Hong Email & Phone Number

South Korea

Seoul, South Korea

• Developed and maintained RESTful APIs for a B2B Cognitive Search web solution, QA42: used in various renowned financial companies.
• Developed search APIs: preprocess and post process request search to ChatGPT, Vertex AI PaLM 2, QA42 Machine Reading Comprehension engine.
• Improved and managed data storage and database structures.
• Assisted in the development of crawler APIs for websites using Scrapy, environment setting with poetry, extracting and parsing urls, extracting… Show more
• Assisted in the development of crawler APIs for websites using Scrapy, environment setting with poetry, extracting and parsing urls, extracting contents from html and storing data. Show less

Seoul, South Korea

• Fine-tuned a deep learning model for extracting highlights of MMORPG battle videos, StarCraft 1, League of Legends, and PUBG: Battlegrounds; compared with human edited videos achieved accuracy by 90%.
• Crawled videos from a youtube channel and extracting video frames using ffmpeg, feature extraction with Pytorch ResNet50, and interval similarity search with FAISS
• Studied Pytorch, Tensorflow, and Deep Learning Models: Image Detection(RCNN, Mask RCNN, Yolo, etc), Semantic… Show more
• Studied Pytorch, Tensorflow, and Deep Learning Models: Image Detection(RCNN, Mask RCNN, Yolo, etc), Semantic Segmentation, and Generative Models(GAN). Show less

United States

• Analyze and count mouse brain activation areas with reaction to different drugs with ClearMap
• Plot graphs with regression models from data collected
• Improve and debug existing data generation codes