• 🧑‍💻 I'm a Developer Advocate.
• 📫 How to reach me: Twitter - @tshowis, Linkedin
• 🌱 I’m currently learning TypeScript, LLM.
• 💬 Ask me about MLOps, ML, AI, Data Architect, IT Strategy.

Blogs

• English: medium
• Japanese: Zenn

Sho Tanaka / Lead Developer Advocate, Snowflake

As a developer advocate for Snowflake, Sho is responsible for writing blog articles and developing demo of Snowflake and AI/ML. From 2020 to 2025, Sho worked at Google gTech Publisher, ML/Data vertical, providing ML/data solutions for publishers from Japan to Asia and the Global. The solutions, which included content recommendations delivered via GitHub, successfully improved publishers' revenue and created multiple first external case studies within gTech Publisher, e.g. Gemini, ML etc.

Privately, Sho is a co-organizer of the MLOps community Japan. As an early member, he spearheaded the community’s launch and scaled it into a premier hub for MLOps, LLMOps, and AIOps professionals. By the end of 2025, Sho had successfully hosted over 60 monthly tech meetups, growing the community to over 5,000 registered members.

田中 翔　/ スノーフレイク合同会社 Developer Advocate

Snowflake の Developer Advocate として Data Engineering や AI/ML に関するブログ記事やドキュメントの執筆、デモ開発等を担当。2020 年から 2025 年まで Google の gTech にて Publisher 向けの Solution Engineerとして、ML/Data のソリューションを Github などを介して日本からアジア、世界に向けて提供。コンテンツレコメンデーションや Gemini を用いたソリューションによって Publisher の収益を改善することに成功し、gTech Publisher 内での初の外部事例を複数作成。当時、APACの所属組織内で初めて Python Readability を取得。プライベートでは MLOps community JP を Co-organizer として運営している。AI/ML を中心に情報発信を行っている。

• LT: Scale SciPy with jax.shard_map, SciPyData 2026, Tokyo, 2026 Jan 24, Sho Tanaka

• Model Evaluation for Custom Datasets With Open Models: Multi-Model Comparison With Streamlit, Open Source Summit Japan 2025, Linux Foundation, Tokyo, 2025 Dec 10, Sho Tanaka
• Technical Lab: Building Your First End-to-End Machine Learning Project from Scratch, BUILD ASIA Pacific 2025, Snowflake, Online, 2025 Dec 9, Sho Tanaka
• The Rise of PostgreSQL as the Everything Database, PostgreSQL Conference Japan 2025, Tokyo, 2025 Nov 21, Claire Peracchio / Brett Goulder / Sho Tanaka

• AI Agentにおける評価手法とGPA, MLOps 勉強会 #61, Online, 2026 Feb 26, Sho Tanaka
• Snowflake で簡単に構築できる AI Agent と次世代フルマネージドデータエージェント - Snowflake Intelligence, Developers Summit 2026, Ariake Central Tower Hall&Conference@Japan, 2026 Feb 20, Sho Tanaka
• Snowflake AI Data Cloud 最新アップデート, Snowflake AI Data Meetup #1, Snowflake Tokyo office, 2026 Feb 17, Sho Tanaka

• 簡易ハンズオン：はじめての Snowflake AI データ基盤, Discover AI 2026, Online, 2026 Feb 6, Sho Tanaka
• Keynote : Snowflake で実現する AI-ready なデータ基盤, Discover AI 2026, Online, 2026 Feb 6, Sho Tanaka
• 簡易ハンズオン：はじめての Snowflake Intelligence, Discover AI 2026, Online, 2026 Feb 5, Sho Tanaka
• Keynote : Snowflake と歩むエンタープライズ AI, Discover AI 2026, Online, 2026 Feb 5, Sho Tanaka
• Introduction to Snowflake, 【金融庁共催】第４回金融データ活用チャレンジ勉強会 - Snowflake編, Online, 2026 Jan 29, Sho Tanaka
• LT: Scale SciPy with jax.shard_map, SciPyData 2026, Tokyo, 2026 Jan 24, Sho Tanaka
• Cortex Code で遊んでみよう, Snowflake Night #1, Snowflake Tokyo Office, 2026 Jan 23, Sho Tanaka
• Snowflake Intelligence オリジナルハンズオン, BUILD Meetup: Osaka 2025, Osaka, 2026 Jan 14, Sho Tanaka
• 「お昼休みに学ぶ」Snowflake入門シリーズ, Zero to Snowflake, Tokyo, 2026 Jan 13-16, Sho Tanaka

• Snowflake Intelligence Hands-on, BUILD Meetup: Tokyo 2025, Tokyo, 2025 Dec 17, Sho Tanaka
• 【簡易ハンズオン】Snowflake Cortex AIとマネージドMCPサーバーによるエージェント駆動型ワークフローの構築, BUILD Japan 2025, Tokyo, 2025 Dec 12, Sho Tanaka
• Keynote: データエンジニアリングの進化〜AI Readyな基盤構築とAI活用の真価〜, BUILD Japan 2025, Tokyo, 2025 Dec 12, Sho Tanaka
• Snowflake Postgres + AI, BUILD Japan 2025, Tokyo, 2025 Dec 11, Sho Tanaka
• Introduction to Snowflake, 第2回国土交通省地理空間情報データチャレンジ 勉強会 - Snowflake編, Online, 2025 Dec 3, Sho Tanaka
• The Rise of PostgreSQL as the Everything Database, PostgreSQL Conference Japan 2025, Tokyo, 2025 Nov 21, Claire Peracchio / Brett Goulder / Sho Tanaka
• Snowflake's Agentic AI - Cortex Code & Data Science Agent, DataScience&DataEngineering MeetUp #1, DataScience&DataEngineering MeetUp #1, Tokyo, 2025 Nov 17, Sho Tanaka
• 「お昼休みに学ぶ」Snowflake入門シリーズ, Zero to Snowflake, Tokyo, 2025 Oct 14-16, Sho Tanaka
• Developer Advocate/Community Managerになるには？スキル・ロール・キャリアをグローバルな文脈から考える, DevRelKaigi 2025, Tokyo, 2025 Oct 04, Sho Tanaka
• Snowflake Snapshot, PyCon JP 2025, Hiroshima, 2025 Sep 27
• AISQLで実現：Snowflakeだけで構築する逆画像検索システム - 類似画像を瞬時に発見 - (AISQL: A Reverse Image Search System Built Entirely on Snowflake), Snowflake World Tour Tokyo 2025, Tokyo, 2025 Sep 12, Sho Tanaka
• Snowflake × Agentic AI が切り拓く次世代データ活用 (Snowflake × Agentic AI: Pioneering Next-Generation Data Utilization), Snowflake World Tour Tokyo 2025, Tokyo, 2025 Sep 11, Sho Tanaka
• ADK hands-on as Tutor, Build with AI ADK Hands-on, Tokyo, 2025 Jul 3
• Gemini API 2.0 Hands-on, AI 共創の時代へ - Build with AI Kwansai, Osaka, 2025 Apr 19
• Gemini API 2.0 Hands-on, Python × Gemini 2.0 API ハンズオン〜Build with AI 〜, Tokyo, 2025 Apr 15
• Gemini API 2.0 Hands-on, GDG Nagoya @ Build With AI Meetup & ハンズオン, Aichi, 2025 Apr 12
• Gemini API 2.0 Hands-on, Google Gemini ハンズオン in 徳島（Build with AI） , Tokushima, 2025 Feb 8

• 2024 H2 Google AI Updates, DevFest Nagoya, Aichi, 2024 Nov 23
• ML career panel discussion, GDSC Japan Convention, Tokyo, 2024 Aug 30
• Google I/O 24 Keynote Recap, Google I/O Extended Nagoya 2024, Aichi, 2024 June 14
• Gemini API 1.5 Hands-on, Build with AIハンズオン & Google I/O Report, Hokkaido, 2024 May 26
• Gemini API 1.0 hands-on, Build with AI - Python SDKを触ってみよう @岩手, Iwate, 2024 May 19
• Gemini API 1.0 hands-on, Build with AI - Python SDKを触ってみよう @ 仙台, Miyagi, 2024 May 4
• Gemini API 1.0 hands-on, 【Python x Gemini】ハンズオン - Build with AI, Tokyo, 2024 April 30
• Things You Should Do as a Student before Becoming a Professional Tech Role, GDSC Japan 合同新歓 未経験者でも大丈夫！基礎から学ぶウェブサイト制作, Tokyo, 2024 Apr 30
• ML Career path, 機械学習のプロフェッショナルとして働く人のキャリアパス by GDSC Tokyo City University, Tokyo (Online), 2024 Mar 23
• Facilitator of Panel Discussion, Google Developer Experts が語るWeb技術の最前線, Tokyo, 2024 Mar 19

• Introduction to Google Style Guides, DevFest Kochi, 2023 Dec 17
• Google Style Guides with Google Marketing Solution on the Github, DevFest Tokyo 2023, 2023 Dec 9
• Future of the Developer Community, Panel Discussion, Google Japan Community Summit, Tokyo, 2023 Nov 17
• ML Career path, GDSC EXPO 2023, 2023 Sep 24
• Panel Discussion for Future Software Engineering, GDSC 2022-23 Leads Graduation Ceremony, 2023 Sep 14
• ML Unit Tests, MLOps LT大会 2023/7月, Tokyo (Online), 2023 July 12

• MLOps round table, Innovators Hive at Next ’22 in Tokyo, Tokyo, 2022 Oct 14
• Three tips for graduates, GDSC Graduation! Ceremony, Tokyo, 2022 Aug 12
• Introduction to MLOps, ML OnAir #6, Tokyo, 2022 Mar 16

• Introduction to Data Drift, MLOps JP community #8, Tokyo (Onine), 2021, June 16