Ruiqi Tian
AI/ML Engineer | RAG Systems, AI Agents, Computer Vision & Full-Stack Development | MEng ECE, University of Waterloo ’25
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About
I build AI systems that turn unstructured information into actionable intelligence. With a Master's in Electrical and Computer Engineering from the University of Waterloo — specializing in AI/ML — I've spent the past two years designing RAG pipelines, developing autonomous AI agents, and shipping full-stack applications that bring research into production. My work spans the full AI development stack: from building retrieval-augmented generation systems that give LLMs access to domain-specific knowledge, to architecting multi-agent frameworks that reason, plan, and execute complex workflows. I designed a RAG pipeline processing 10,000+ documents with sub-second query latency and built a multi-agent code review system that reduced manual review time by 35%. Tech I work with: Python, PyTorch, LangChain, LangGraph, OpenAI APIs, vector databases (Pinecone, ChromaDB, FAISS), React, Node.js, FastAPI, Docker, AWS. I'm seeking AI engineering roles where I can build the next generation of intelligent systems. Open to opportunities in Canada.
Experience
Jun 2024 to Aug 2024
Jun 2023 to Aug 2023
Apr 2023 to May 2023
Education
Master of Engineering - MEng Electrical and Computer Engineering
2024 to 2025
Bachelor of Applied Science - BASc Computer Engineering
2020 to 2024
High School Diploma
2017 to 2020