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Work Background
AllganizeSoftware Engineer
May. 2021 - May. 2022Seoul, South Korea• Improved the accuracy of the machine learning model for extracting specific information (entity extraction) from PDF/JPEG files by 10% by changing the construction algorithm for OCR and re-training the model on a new and larger dataset. [Python, PyTorch, Docker, AWS, GCP, Azure]
• Developed an API for the entity extraction model, tested and deployed it to production. [Python, Flask, Docker, AWS EC2]
Dean CorporationSoftware Engineer
Feb. 2021 - Mar. 2021Seoul, South Korea• Developed a program that optimizes marketing budget for Amazon sellers and vendors, increases their sales, and reduces unnecessary costs for advertising by crawling data from Amazon Advertising API, analyzing it, and creating new high-conversion marketing campaigns.[Python, FastAPI, SQLAlchemy, Alembic, AWS EC2, MySQL]
B-Brick IncSoftware Engineer
Jul. 2020 - Jan. 2021Seoul, South Korea• Designed and developed an admin dashboard for monitoring user and client activities, adding/modifying their information, and tracking reservations for a restaurant reservation system. [Django, DRF, React, MySQL, AWS S3, AWS RDS, AWS EC2, Docker, Nginx]
B-Brick IncSoftware Engineer Intern
Mar. 2020 - Jun. 2020Seoul, South Korea• Implemented a trading platform that encapsulates all the necessary functions of 23 exchanges. It was used by the trading team to monitor active orders and place new orders without using their native platforms.[Flask, SQLAlchemy, Alembic, PostgreSQL, Jinja2, Javascript/jQuery]
Mirsoft LLCSoftware Engineer Intern
Dec. 2019 - Feb. 2020Bishkek, Kyrgyzstan
NAVER CorpSoftware Engineer Intern
Sep. 2019 - Nov. 2019Seoul, South Korea• Reduced request processing time to a machine learning-based application from 30ms to 3ms by refactoring it and feeding the model with video inputs frame by frame instead of waiting for the whole video to be fully downloaded. [Flask, Redis, ElasticSearch, Kibana]
Ulsan National Institute of Science and TechnologyResearch Assistant at Intelligent Enterprise Lab
Dec. 2018 - Jun. 2019Ulsan, Korea• Implemented a non-fungible ERC-20 token (NFT) as a side project to help my university incentivize students to do extracurricular activities and involve them in voluntary jobs by giving them those tokens that could be used as points for purchasing. [Solidity, Truffle, Ganache]
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