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Full Stack Developer building end-to-end products with React, TypeScript, Python, and PostgreSQL, with AI-native, agentic development workflows. I focus on solving hard problems, improving reliability with testing, and delivering features end-to-end from design to deployment. I’ve built and maintained production systems (APIs, integrations, dashboards) and also developed personal full-stack applications with role-based auth, multi-language UI, and modern visualization—often using agentic AI tooling to accelerate implementation and debugging.…Full Stack Developer building end-to-end products with React, TypeScript, Python, and PostgreSQL, with AI-native, agentic development workflows. I focus on solving hard problems, improving reliability with testing, and delivering features end-to-end from design to deployment. I’ve built and maintained production systems (APIs, integrations, dashboards) and also developed personal full-stack applications with role-based auth, multi-language UI, and modern visualization—often using agentic AI tooling to accelerate implementation and debugging.

Limin Liu

Full Stack Developer, Web Developer, Programmer, +2

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Full Stack Developer building end-to-end products with React, TypeScript, Python, and PostgreSQL, with AI-native, agentic development workflows. I focus on solving hard problems, improving reliability with testing, and delivering features end-to-end from design to deployment. I’ve built and maintained production systems (APIs, integrations, dashboards) and also developed personal full-stack applications with role-based auth, multi-language UI, and modern visualization—often using agentic AI tooling to accelerate implementation and debugging.…Full Stack Developer building end-to-end products with React, TypeScript, Python, and PostgreSQL, with AI-native, agentic development workflows. I focus on solving hard problems, improving reliability with testing, and delivering features end-to-end from design to deployment. I’ve built and maintained production systems (APIs, integrations, dashboards) and also developed personal full-stack applications with role-based auth, multi-language UI, and modern visualization—often using agentic AI tooling to accelerate implementation and debugging.

Available to hire

Full Stack Developer building end-to-end products with React, TypeScript, Python, and PostgreSQL, with AI-native, agentic development workflows. I focus on solving hard problems, improving reliability with testing, and delivering features end-to-end from design to deployment.

I’ve built and maintained production systems (APIs, integrations, dashboards) and also developed personal full-stack applications with role-based auth, multi-language UI, and modern visualization—often using agentic AI tooling to accelerate implementation and debugging.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

Work Experience

Full Stack Developer at TapClicks

September 1, 2018 - June 30, 2026

Developed and maintained backend services in Symfony (PHP), building RESTful APIs and business logic for a marketing operations analytics platform serving 5,000+ agencies/brands/media companies. Built data integration pipelines connecting 12,500+ MarTech/AdTech sources for automated client reporting and dashboards. Contributed front-end features to a Vue.js-based order and workflow management platform that later became an Adflo business unit. Established integration testing practices while the team adopted automated testing, writing integration tests for service-layer functions and setting patterns others followed. Collaborated daily with distributed Canada/India teams using Agile/Scrum, Git/Bitbucket, and Jira; also championed AI-assisted, agentic tooling (Claude Code) for faster implementation, debugging, and code review.