日本語版ポートフォリオ（←クリック）

Hi, I'm 👋 Seiya Umemoto. I mainly develop machine learning based applications.

• Github**:** https://github.com/Seiya-Umemoto • Find me on 🙌 Facebook / Instagram

Favorite Programming Languages and Frameworks(By the order of my proficiency):

Language: Python, JavaScript, Java, C, C++

Framework: Django, React, React Native

DevOps Tool: Github, Docker, Jira, Confluence

Cloud: AWS(Studying)

Database: SQLite, MySQL

Open Source Library: Keras, Tensorflow, Numpy, Pandas, Matplotlib, OpenCV, OpenGL

OS and Middle Ware: Ubuntu, WSL, ROS

Certificates:

TOEIC 925 scores: 2020.10

TOPIK grade 6: 2020.11

MOS PowerPoint: 2018.08

Interests: Cloud Computing, Parallel Processing, Time Series Analysis(Finance), Computer Vision

Internship Experience:

• **Virtual Tech Japan Inc. (In Japan) (일본 가상화 기술 주식회사)**

  Supporting Staff in Kyoto Open Source Conference, Drone Teaching Assistant in Nagasaki, Research in predicting the fluctuation of exchange rate with Machine Learning method

• **University of Nevada, Las Vegas (In the United States) (네바다 주립 대학교 라스베가스)**

  Research in predicting the fluctuation of exchange rate with Deep Learning method

• **RENDEZVUE Inc. (In Korea) (랑데뷰 주식회사)**

  Research in detecting and classifying objects with computer vision technique(Please refer to https://github.com/Seiya-Umemoto/yoloboard)

Experience of presentation at academic conferences:

• Korea Society of Information Communication Security Ethics(한국정보통신보안윤리학회)

  Comparative study of Deep Reinforcement Learning Methods - Case Study of Korean Stock Market(Applying only LSTM)

• KSC2020 at Korean Institute of Information Scientists and Engineers(한국정보과학회)

  Comparative study of Deep Reinforcement Learning Methods - Case Study of Korean Stock Market(Applying DNN, LSTM, CNN)

  Presentation at a Poster Session

  Published at P9.10-1 Artificial Intelligence X (Refer to link)

Experience of participating Competitions:

• The 3rd Competition of Autonomous Cars at Kunmin University(국민대학교 자율주행 경진대회)

  Dropped out at the preliminary(10 teams out of 50 were to advance to the finals)

Please refer to Works session below to learn what I've developed outside of internships

🚀 Works

I mainly develop web applications and write paper about state-of-the-art technologies(in Korean though...)

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✉ Social

I'm mostly on Facebook and Instagram. You can also connect with me via these channels(bios in Japanese, but feel free to contact me in Korean or English🙂)

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✍️ Blog Post

I write about how to develop products, set up environments, etc.

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