About

Koji Annoura

I help engineering and consulting teams apply knowledge graphs, GraphRAG, and graph data modeling to real systems, with independent judgment and careful attention to the details that reliable delivery depends on.
日本語・英語どちらでも、企業研修、案件ワークショップ、設計レビュー、移行・検証支援に対応しています。

Koji Annoura holding a koala in a forest

Profile

With more than 40 years of experience in software and data systems, I help teams understand complex data structures, knowledge relationships, architecture choices, and migration risks.

My work connects knowledge graphs, Neo4j, SQL/PGQ, GQL, GraphRAG, relational data, open standards, and open-source ecosystems including LibreOffice and Apache Hop according to the needs of each project. I do not begin with a product or trend; I begin with the problem, the data, and what has proved useful in practice.

Based in Fukuoka, Japan, I work with organizations in Japan and overseas. I have spoken at open source and data conferences across Asia, North America, and Europe.

Approach

Three simple principles shape how I work.
仕事をするうえで、次の3つを大切にしています。

01

Recommend what I have tested

I recommend and teach technologies that I have used myself and found genuinely valuable. Practical experience matters more than a fashionable label or a polished product story.
自分で使って良いと思ったものを広めます。流行や製品説明だけではなく、実際に使った経験を重視します。

02

Reliability is built in the details

Data definitions, relationship semantics, migration mappings, validation rules, and operational details are rarely the most visible part of a project. They are often where reliability is won or lost.
華々しいものよりも、地道な仕事の中に重要なものがあると考えています。

03

Stay curious and enjoy building

Good engineering requires discipline, but curiosity and experimentation are also essential. I value the enjoyment of learning, trying ideas, and building something useful with others.
規律を大切にしながら、好奇心を持って試し、学び、開発することを楽しみます。

Selected Experience

Examples are described without client names or protected project details.
クライアント名や保護された案件情報を開示せず、支援内容の例を示しています。

Training

Enterprise GraphRAG training

A focused program for an engineering team, combining technical explanation with questions from their own project.

Advisory

Data model and architecture review

Review of graph data models, algorithms, architecture choices, and implementation questions for an industrial engineering initiative.

Migration

Migration planning and validation

Analysis of mappings, dependencies, data inconsistencies, character encoding, validation conditions, and cutover risks across legacy and new systems.

Business Information

Practice

Independent technical consultancy

You work directly with Koji Annoura from the initial discussion through delivery.

Location

Fukuoka, Japan

Remote and on-site arrangements can be discussed according to the engagement.

Languages

Japanese and English

Available for organizations in Japan and overseas.

Invoicing

Qualified invoice issuer in Japan

Formal business information is provided during quotation, contracting, and vendor registration.

Confidentiality

Client conversations and project details are treated as confidential. I do not publish or share client names, meeting content, internal architectures, data models, or other protected information without permission.

Public examples are limited to work that can be shared without identifying clients or disclosing information protected by NDAs or other confidentiality obligations.

Affiliations / Memberships

I participate in professional communities related to graph data management, systems engineering, project management, and agile practices.
グラフデータ管理、システムズエンジニアリング、プロジェクトマネジメント、 アジャイル実践に関する専門コミュニティに参加しています。

Member

Graph Data Council

Formerly known as the Linked Data Benchmark Council (LDBC), GDC defines standard graph benchmarks and fosters a community around graph processing technologies.

Member

INCOSE

International Council on Systems Engineering.

Member

PMI

Project Management Institute.

Professional Certifications

Certifications related to agile practices, product ownership, scaled agile, project management, and DevOps foundations.
アジャイル実践、プロダクトオーナーシップ、スケールドアジャイル、 プロジェクトマネジメント、DevOps 基礎に関する資格です。

Since 2009

Certified ScrumMaster (CSM)

Scrum Alliance.

Since 2011

Certified Scrum Product Owner (CSPO)

Scrum Alliance.

2016

Certified LeSS Practitioner

Large-Scale Scrum.

2014

PRINCE2 Foundation

Project management foundation certification.

2018

DASA DevOps Fundamentals

DevOps Agile Skills Association.

Honors & Awards

Recognition from open-source and graph technology communities.
オープンソースおよびグラフ技術コミュニティでの活動に対する評価です。

Jun 2018

Neo4j Ambassador

Community recognition from Neo4j.

Nov 2023

Outstanding Technologies Project Award

Issued by Northeast Asia OSS Promotion Forum.