Aki Ariga
Aki Ariga

Staff Software Engineer

AI Product Engineer
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Hello, I’m Aki👋
As a Vancouver-based Staff Software Engineer at LayerX, I specialize in Human-in-the-loop systems, ML product development, and MLOps. I am driven by the mission to use machine learning and AI to make a meaningful difference for both businesses and society.
Recent Posts

TikTok kept letting strangers create accounts with my email, so I filed PIPEDA and CASL complaints

Disclaimer This is a personal account of how I, a non-lawyer Canadian resident, used PIPEDA and CASL to address a privacy issue with TikTok. It is not legal advice. Procedures, …

Embedding workflow templates in skills: shifting the LLM's role from "generation" to "rendering"

The dream of LLM-powered ML workflow generation At my company, an ML feature called AI Signals provides capabilities like RFM analysis, recommendation, and contextual bandits. To …

Migrated from Pages CMS to Sveltia CMS featured image

Migrated from Pages CMS to Sveltia CMS

I introduced Pages CMS last summer, but after encountering several concerns, I migrated to Sveltia CMS. Motivation As I wrote in this comment on GitHub, the move was triggered by …

Between Principal and Glue Work

Introduction I have always worked with the mindset that being a Staff+ Engineer is essentially doing high-level “glue work.” Because the tasks are surprisingly diverse, I have …

Tackling Review Fatigue by Document Driven Agentic Coding featured image

Tackling Review Fatigue by Document Driven Agentic Coding

This year, the amount of time I spend on reviews has exploded. This applies to both code and documentation. And the fatigue from this has also increased dramatically. Of course, …

Recent Posts (Japanese)
スウェーデン・デンマーク寝台列車の旅 featured image

スウェーデン・デンマーク寝台列車の旅

6月末から7月の頭にかけて、家族で北欧はスウェーデンとデンマークに旅行に行ってきた。きっかけは、kwappaさんがpodcastで「いつでも行けると思ったら、色々な事情で行けなくなる。旅は今が一番ベストタイミング」みたいなことを言っていたのを聞いて、よっしゃ、と一念発起して昨年10月に航空券とホテルを手配した。家族全員で国外旅行するのはいつぞやに出張兼で行っ …

TikTokで勝手にアカウントが作られ続けるので、Claudeでカナダのprivacy法に則って通報をした

Warning この記事は、Claude Opus 4.7とのやり取りを通じて解決した問題の顛末を、Opusに書かせたものです。ある程度のレビューはしていますが、情報の確実性はご自身で再検証することをおすすめします。

AI時代の転職活動記録

今回、転職活動をするにあたって、AIをフル活用して活動をした。前職ではGithub Copilotが個人アカウントだが会社にコントロールされていたので、せっかくだからとClaude Proを契約して望んだ。

LayerXで働き始めました

友人である riywoさんに誘われて、4/1にLayerXのAi Workforce事業部に入社しました。居住地は引き続きバンクーバー(の2つ隣の市です。いわゆる「神奈川」の代表点としての「横浜」みたいな説明)です。

Treasure Dataを退職しました featured image

Treasure Dataを退職しました

2026/3/31付けで7年半務めたTreasure Dataを退職します。

Featured Publications
MLOpsの歩き方 (Beginners Guide to MLOps) featured image

MLOpsの歩き方 (Beginners Guide to MLOps)

This article covers very biginning guide for MLOps, i.e., What is MLOps? How do tech giants make Machine Learning systems? What challenges are important? or major open sources for …

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Aki Ariga
仕事ではじめる機械学習 (Machine Learning at Work) featured image

仕事ではじめる機械学習 (Machine Learning at Work)

First book for how to design Machine Learning systems and how to proceed Machine Learning projects. This book is originally written in Japanese, but available in Korean, Simplified …

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Aki Ariga