Skills

Items Descriptions
Programming Languages Expart: Ruby, Python, PHP, R, JavaScript, C, C++, Java, Objective-C, ShellScript, SQL, HTML, XML, XPath
Intermediate: Perl/CGI, ECMAScript 6, CoffeeScript, Latex, node JS, CSS
Biginner: ActionScript(2.0), Visual Basic, Visual C#, Scheme, Matlab, Assembly, HLSL, Haskell, Groovy, Processing, TypeScript, Go, Lua
OS Linux, Mac OS, Windows
Frameworks Ruby on Rails, Bottle, Flask, JSP/Java Sarvlet, WordPress, CodeIgniter, jQuery, React JS, Vue JS, Backbone JS
Smart phone development Android SDK, iOS SDK, React Native
Middleware Apache, Nginx, MySQL, PostgreSQL, SQLite, Mongo DB, Hadoop
Cloud System AWS(EC2, S3, CloudWatch, ELB, DynamoDB, RDS, Auto scaling, Route53, SMS),
GCP(Compute Engine, Big Query, StackDriver)
Firebase(Authentication/Hosting/Functions/Storage/Firestore)
DevOps Jenkins, Fabric, Ansible, Docker, Kubernetes, Git, SVN
Machine Learning Image recognition, NLP, Caffe, Theano, Pandas, scikit-learn, PyTorch, Annoy
Editors Visual Studio, Intelli J, Visual Studio Code, Net Beans, Eclipse, Sublime Text, Vim
Others Linux, Mac OS, Windows
Frameworks Win32 API, DirectX, Google App Script, Luminati, Jmeter, Binance API, Twitter API, Facebook API

Web Development

Backend, Frontend development

Machine Learning

Machine Learning, Natural Language Processing, Computer Vision

Infrastructures

Cloud Infrastructures(AWS, GCP)

Smartphone Development

iOS, Android

DevOps

Containers, CI, CD, Version Control, etc.

Game Development

Game Development

Management

Organization Design, Management

Work Experience

Overview

  • Experience in building web, smartphone apps, games, cloud infrastructure, etc. in a wide range of fields
  • Experience in research on machine learning
  • Experience in developing and leading multiple AI development projects
  • Experience in launching AI products from scratch, building R&D organization, managing, and hiring

 
 
 
 
 
July 2018 – Present
Tokyo, Japan

R&D Manager

LegalForce inc.

Create AI of auto contract review system.

LegalForce - Bland New Contract Review Support Service on Cloud: https://legalforce-cloud.com/

 
 
 
 
 
April 2016 – June 2018
Tokyo, Japan

Machine Learning Engineer and Product Owner

Recruit Co., Ltd.

Create image recognition systems.

My team’s some parts of contributions are below:

Selected Publications

Selected Publicaitons

(2020). A Contract Corpus for Recognizing Rights and Obligations. LREC.

PDF

Recent Publications

(2020). Recognizing Rights and Obligations in Contracts. 34th of JSAI.

PDF

(2020). A Contract Corpus for Recognizing Rights and Obligations. 26th of NLP.

PDF

(2019). Toward a General Structural Definition of Japanese Contracts. 25th of NLP.

PDF

(2016). Image-mediated learning for zero-shot cross-lingual document retrieval. 78th National Convention of IPSJ.

PDF

Recent & Upcoming Talks

Talks

講演 in 第37回 Machine Learning 15minutes!

Lecture in Marunouchi LegalTech Program at Mitsubishi Estate

Sponsor Poster in Annual Meetings of the Association for Natural Language Processing at Nagoya University, 2019

Machine Learning Casual Talks #9 at Mercari inc.

Legal Tech Talk & Demos in Tokyo Legal Hackers at Thomson Reuters

Invited Talk in Ruby Bussiness Seminar Osaka - Ruby and Data Analysis

Invited Talk in The Thirteenth Text Analytics Symposium at Seikei University

Sponsor Poster in Young Researcher Association for NLP Studies(YANS), 2018

Lecture in Mathematical Systems User Conference

Sponcer Lecture in PyData.Tokyo

Recent Posts

Projects

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