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Suqing Liu
Junior Applied AI Software Engineer specializing in LLM agents and RAG systems
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About
Engineer focused on AI-powered developer automation and agent-driven software delivery, with experience spanning customer-facing edtech and internal tooling. They describe building a K-12 chatbot-based learning platform for the York Region public school system and creating internal automations like code-generation pipelines and diff summarization tools adopted across teams, alongside work on legacy encrypted messaging systems at Instagram/Meta.
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Key Strengths
- built and delivered an AI-assisted K-12 learning platform for a public school system
- strong client-facing requirements gathering with non-technical stakeholders
- production use of AI agents for software development, testing, and deployment
- test-driven validation approach for non-deterministic AI-generated code
- experience navigating and modifying legacy internal systems at Meta/Instagram
- designed scalable internal automation adopted across multiple teams
- created an automated diff summarizer to preserve codebase context for engineers and agents
- pragmatic product mindset balancing speed, testing, and production rollout
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