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👨‍💻 About Me:

I am a Software and Data Engneer in Japan.

  • 🔭 I’m working as a Software Engineer for the development of web applications while also working as a Data Engineer.

  • 📡 I also have experiences in Machine Learning fields.

  • 🌱 Exploring Technical Content Writing.

  • ⚡ In my free time, I work on personal projects.

Thumbnail Product Name Summary
https://github.com/Pionier2027/recopi An app which automatically manages contents in and out of a refrigerator and recommends a menu (with a demo video)
[Improving]
https://github.com/AISVisioner/cameraDetector A kiosk which recognizes visitors and greets accordingly based on an image recognition technique
[Improving]
https://github.com/Together-with-the-moon/AutonomousCar An autonomous model car based on a computer vision technique (With Demo Video)
https://github.com/YSP-SINERGY/xserver-sinergy2021-event-website An LP with a voting function for an event presentation for students
https://github.com/Seiya-Umemoto/tradingBot Comparative Study of Deep Reinforcement Learning Methods - Case Study of Korean Stock Market (Academic conference presentation)
On working https://github.com/Pionier2027/SMGT A free market service for use in schools
[On working]
  • 📫How to reach me: Linkedin Badge

🛠️ Languages and Tools :

Go  Python  SQLAlchemy  Pytest  Flask  Django  Vue.js  Vuetify  Jest  TypeScript  HTML  CSS  MySQL  PostgreSQL  Docker  Kubernetes  AWS 

🔥 My Stats :

Github Readme Stats

GitHub Streak

Top Langs


✍️ Blog Posts :

Seiya Umemoto's Projects

covid19 icon covid19

東京都 新型コロナウイルス感染症対策サイト

deeppicar icon deeppicar

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

dqn-ddpg_stock_trading icon dqn-ddpg_stock_trading

Using DQN/DDPG for stock trading. Xiong, Z., Liu, X.Y., Zhong, S., Yang, H. and Walid, A., 2018. Practical deep reinforcement learning approach for stock trading, NeurIPS 2018 AI in Finance Workshop.

ecami_app icon ecami_app

application for classifying any enzyme sequence

greeting-kiosk icon greeting-kiosk

A kiosk which recognizes visitors and greets by recognition techniques.

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