WNWilliam Ng
@williamng
Senior Full Stack AI Engineer focused on scalable, ML-driven learning products.
United StatesWhat I'm looking for
I am a Senior Full Stack AI Engineer specializing in AI-driven systems, cloud infrastructure, and enterprise-level eLearning solutions. I lead architecture and development efforts that combine generative AI and NLP to automate and personalize course creation.
At Mindsmith I built an AI-powered eLearning platform, designed a RAG pipeline to convert documents into structured training content, and launched an alpha product with real-time collaboration and customizable course design.
At Outschool I drove feature development for improved class discovery, responsive React+TypeScript interfaces, secure backend systems in Node.js/Python, and real-time communication features that boosted engagement. I integrated AI tools to automate summaries, recommendations, and personalized learning paths.
I have a strong cloud and DevOps practice (AWS, Azure, Docker, CI/CD), experience building scalable microservices and integrations with LMS platforms, and a proven track record delivering solutions across startups and enterprise environments.
Experience
Work history, roles, and key accomplishments
Senior Full Stack AI Engineer
Mindsmith
Sep 2024 - Nov 2025 (1 year 2 months)
Led architecture and development of an AI-powered eLearning platform, building a RAG pipeline for automated course creation and launching an alpha that enabled real-time collaboration and customizable course design.
OUDeveloped platform features improving class discovery and search, built responsive React/TypeScript front-ends and scalable Node.js/Python back-ends, and integrated AI tools for summaries, recommendations, and personalized learning paths.
SACollaborated with clients to deliver custom IT solutions, built real-time data pipelines and dashboards, and optimized cloud-based workflows for healthcare, finance, and retail clients.
Education
Degrees, certifications, and relevant coursework
UCUniversity of North Carolina at Charlotte
Bachelor of Science, Computer Science
2014 - 2018
Completed a Bachelor of Science in Computer Science with coursework and projects focused on software development, cloud systems, and data processing.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
Skills
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