Gary Lai
Machine Learning Engineer IV at Panasonic Avionics Corporation
Irvine, California, United States
Summary
👤
Senior🎓
Top SchoolGary Lai is a Machine Learning Engineer IV with 12 years of experience building e-commerce systems and scalable ML/NLP products, currently based in Irvine, CA. He combines entrepreneurial grit—co-founding Taiwan’s leading custom sticker platform and bootstrapping a cross-border CBD e-commerce business to $350k revenue in under a year—with production ML practice, having built a cloud-based NLP SaaS sponsored by Amazon AI and presented at AWS re:Invent. His background spans full-stack Ruby on Rails e-commerce contributions (notably to the Spree platform and invoice plugin), backend optimization, and product-focused integrations for payments, logistics, and inventory across multi-currency international flows. At Amazon and now Panasonic Avionics he has blended large-scale service engineering with applied ML, delivering features for Prime Video and personalization teams. Pragmatic and product-minded, he repeatedly ships revenue-generating platforms with minimal funding while bridging research-grade NLP and production systems.
12 years of coding experience
11 years of employment as a software developer
Bachelor's degree, Industrial and Information Management, Bachelor's degree, Industrial and Information Management at National Cheng Kung UniversityMaster's degree, Computer Science, Master's degree, Computer Science at Emory University
Chinese, English
Stackoverflow
6,603reputation
619kreached
4answers
7questions
Github Skills (31)
ruby-rails10
ecommerce10
i18n-node10
databases10
internationalization10
rails10
ruby10
pdf-generation10
i18n-js10
spree10
querying10
ruby-on-rails10
database10
spreed10
i18next9
Programming languages (15)
Github contributions (5)
spree-contrib/spree_print_invoice
May 2020 - Jul 2020
Create a PDF invoice for Spree orders.
Role in this project:
Full-stack Developer
Full-stack DeveloperContributions:17 commits, 20 PRs, 16 comments in 1 month
Contributions summary:Gary primarily contributes to the Spree e-commerce platform, focusing on the `spree_print_invoice` plugin. They have implemented backend modifications by refactoring code and updating dependencies. The user has also worked on frontend elements like updating views and i18n helpers, alongside UI changes and the addition of a new locale. They also contributed to the admin interface by providing options for document regeneration.
pdf-manipulationpdfinvoice-pdfreact-pdfpdf-generation
spree/spree
May 2020 - Jun 2020
An open source eCommerce platform giving you full control and customizability. Modular and API-first. Multi-vendor, multi-tenant, multi-store, multi-currency, multi-language. Built using Ruby on Rails. Developed by @vendo-dev
Role in this project:Back-end Developer
Back-end DeveloperContributions:10 commits, 9 PRs, 8 comments in 1 month
Contributions summary:Gary primarily contributed to the Spree eCommerce platform by modifying backend code. Their work includes optimizing queries, internationalization improvements, and fixing a variant search issue. They also improved customer attribute editor and fixed some order related issues. The user's contributions focused on improving functionality and fixing bugs within the core features of the platform.
multi-sourceecommercemulti-languagespreecommerceshopware
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