Zhengyuan Zhu
Machine Learning Engineer at Adobe
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolZhengyuan Zhu is a machine learning engineer with a decade of experience building production-grade AI systems, currently designing the multi-agent orchestration behind Adobe Experience Platform’s enterprise assistant. He combines a strong NLP research background—15 papers on misinformation detection, fact-checking, and knowledge graphs during a PhD at UT Arlington—with hands-on systems engineering that routes and composes dozens of specialized agents in real time for tens of thousands of users. His MuRAR multimodal retrieval-augmented reasoning work won Best Demonstration at COLING 2025 and led to an Adobe patent, reflecting a knack for turning research into scalable product features. Pragmatic and detail-oriented, he improved agent routing accuracy to 89% through context-aware ranking and builds grounded response synthesis pipelines that prioritize trust and provenance. Based in the Bay Area, he balances academic rigor with production impact, focused on making multi-agent AI reliable at enterprise scale.
10 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at The University of Texas at ArlingtonBachelor's Degree, Information Management and Information Systems, Bachelor's Degree, Information Management and Information Systems at Tianjin University of Finance and Economics
Stackoverflow
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Github Skills (34)
artificial-intelligence9
python9
machine-learning-algorithms9
subsystem9
firebase9
deep-learning8
conversational-ai8
ai8
machine-learning8
flask-application8
data-science8
historical7
firestore7
backend7
flask7
Programming languages (6)
Github contributions (5)
824zzy/Leetcode
May 2019 - Jan 2023
Leetcode python solutions and notes by Zhengyuan Zhu
Contributions:727 commits, 1 PR, 249 pushes in 3 years 8 months
notespythonleetcodeleetcode-python-solutionsleetcode-solutions
824zzy/CSE-5360_AI
Sep 2019 - Dec 2019
Contributions:35 commits, 29 pushes, 1 branch in 3 months
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