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Victor Lee

Head, Product Marketing Distinguished Graph Specialist

Dr. Victor Lee is a long-time technical and product leader at TigerGraph. He combines technical knowledge in graph analytics, databases, and ML/AI with strengths in strategic planning, communication, customer/user experience, and leadership to help to bring to market category-leading graph analytics & AI products. He is the author of Graph-Powered Analytics and Machine Learning with TigerGraph. At TigerGraph, he has previously served as Head of Product Strategy/Developer Relations and Head of Machine Learning/AI. He has degrees from UC Berkeley (BS Electrical Engineering and Computer Science), Stanford University, (MS EE) and Kent State University (PhD Computer Science, research on graph data mining). Before TigerGraph he was a visiting professor at John Carroll University.

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A graphic with the TigerGraph logo, connected blue network nodes, an orange circle labeled GNN, and text reading Scaling Trust & Detecting Outliers with Graph Neural Networks for Trustworthy AI and Fraud Detection.
Graph + AI, Machine Learning / AI
Thu 12 Jun 2025
Scaling Trust & Detecting Outliers with Graph Neural Networks
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A modern clothing store with shoppers and digital data graphics overlaying the scene. The text reads, “Precision Is the New Personalization—Graph AI Helps Retailers Hit the Mark.” TigerGraph logo is in the top left corner.
Customer 360, Graph + AI, Graph Databases
Wed 28 May 2025
Precision Is the New Personalization, and Graph AI Helps Retailers Hit the Mark
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A blue graphic displays supply chain icons linked by dotted arrows and the TigerGraph logo. Text reads, Enhance Supply Chain Resilience with Graph-Based Modeling.
Graph Databases, Risk and Fraud Analytics, Supply Chain
Thu 15 May 2025
Optimize Supply Chain Resilience with Graph-Based Modeling 
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A graphic with the TigerGraph logo, a blue cloud labeled AI, digital circuit lines, and an orange target with a shield icon. Text reads: Fortify Your System with Agentic AI cybersecurity—Why the Time Is Now.
Cybersecurity, Graph + AI, Graph Databases
Mon 12 May 2025
Fortify Your System with Agentic AI—Why the Time Is Now
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An abstract network diagram with blue nodes and connecting lines, highlighting one orange target node. The TigerGraph logo is at the top left. Blue text reads: Cybersecurity & Graph Analytics: Why graph analytics for cybersecurity speeds threat detection.
Cybersecurity, Graph Databases
Fri 25 Apr 2025
Cybersecurity & Graph Analytics: Why Speed and Scale Matter in Threat Detection
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TigerGraph logo and text reading The Agentic AI and Graph Database Combo Powering Emerging Applications over a dark background with connected nodes.
Graph + AI, Graph Databases
Thu 17 Apr 2025
The Agentic AI/Graph Database Combo Powering Emerging Applications
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A network diagram shows various icons connecting to a masked figure, representing fraud detection. Text reads: Fraud Moves Fast – Your Detection System Needs to Be Smarter and More Agile. TigerGraph logo is in the top left corner.
Fraud / Anti-Money Laundering, Graph Databases
Thu 10 Apr 2025
Fraud Moves Fast – Your Detection System Needs to Be Smarter and More Agile
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A digital map of Europe glows with interconnected points and lines, illustrating a network powered by Graph Technology. The TigerGraph logo appears in the top left, with text: Graph Technology Mitigates Tariff Fallout by Modeling Supply Chain Disruptions.
Digital Twin, Graph Databases, Supply Chain
Tue 8 Apr 2025
Graph Technology Mitigates Tariff Fallout by Modeling Supply Chain Disruptions 
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