Ming Chen
@mingchen
Senior Full Stack Engineer building reliable AI-powered systems with measurable product impact.
What I'm looking for
I’m a Senior Full Stack Software Engineer with 11+ years of experience building and operating production-grade systems across SaaS, fintech, and AI-driven platforms. I specialize in end-to-end ownership of scalable applications and designing AI-powered systems, including agentic workflows, retrieval-augmented generation (RAG), and tool-integrated LLM pipelines.
At Intercom, I designed and built an AI support automation system using RAG and agent-oriented workflows, reducing manual support workload by ~35% while maintaining response quality through evaluation pipelines and guardrails. I also lead full lifecycle delivery of platform features with a strong reliability focus—using microservices (Node.js, AWS Lambda), and observability practices (Datadog, CloudWatch) to improve incident response.
Experience
Work history, roles, and key accomplishments
Designed and built an AI support automation system using RAG and agentic workflows, enabling LLM tool-calling against internal APIs. Reduced manual support workload by ~35% and improved peak-load API latency by ~30% through microservices and observability-driven operations.
Led end-to-end delivery of enterprise financial-services applications from architecture through production deployment. Architected AWS event-driven microservices (Lambda, SQS, SNS) and improved deployment time and reliability using Terraform and CI/CD, while mentoring a team of 6 engineers.
Developed merchant-facing features using React and Ruby on Rails, focusing on performance and scalability. Owned full lifecycle delivery of features (design, implementation, testing, deployment) and contributed to checkout optimization that improved page load performance and supported conversion-rate gains.
Developed Java backend services for HR and financial systems, ensuring reliability and data integrity. Built and maintained RESTful APIs and contributed to Agile delivery through code reviews, sprint planning, and testing.
Education
Degrees, certifications, and relevant coursework
University College Dublin
Bachelor of Science, Computer Science
2010 - 2014
Earned a BSc in Computer Science at University College Dublin from 2010 to 2014.
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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