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 …
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 …
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 …
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, …
I had been looking for a way to write Hugo articles on mobile devices like my iPad, and that’s when I came across this article by mehori and decided to try Pages CMS.
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。
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。
MLワークフローのLLMによる自動生成の夢 会社のAI SignalsというML機能では、(MLではないが)RFMや推薦、Contextual Banditといった処理を行う機能がある。特にMLの予測処理をスケーラブルに実行するために、ML用APIをcallすると裏側でAWS Batchが起動して並列でworkerを立ち上げるという仕組みを取っている。この並 …
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 …
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 …
