Jinbin HuangPh.D.
Building intelligent systems
Influential AI Educator · Lead Research Scientist @ Epsilon
Agentic AI · Explainable AI · Human-Computer Interaction
Research
Agentic AI
Architecting frameworks that transform complex workflows into conversational experiences
Explainable AI
Translating neural networks into human understanding through visual analytics
HCI
Designing intuitive interactions from voice interfaces to immersive AR experiences
Featured Publications
Promptaid: Prompt exploration, perturbation, testing and iteration using visual analytics for large language models
IEEE TVCG 2025Visual analytics system that helps refine LLM prompts via keyword perturbation, paraphrasing, and few-shot example
Exploring CLIP's capabilities for analyzing AI-generated images at scale across diverse generation methods
Visual analytics system for interpreting neural networks through concept-based explanations
Experience
Lead Research Scientist
Epsilon Data Management
Leading research initiatives in Agentic AI and LLM applications for enterprise-scale data management and analytics platforms
Research Intern
Epsilon Data Management
Built interpretable audience profiling system for DIME analytics, improving targeting accuracy by 20%
Research Intern
Bosch USA
Developed InterVLS for interactive no-code CLIP fine-tuning, reducing development time by 90%
Research Intern
OPPO U.S. Research Center
Created SPARVIS analytics system (patent filed) and AR interaction research shipped in OPPO AR glasses
Selected Projects
Kangzhidao（康智导）
Co-founderPioneering AI copilot empowering physical therapists with intelligent diagnostics and treatment planning
JayBee 黄
100K+ FollowersAI and technology content creation across Chinese and Western platforms
Qlib
Open Source ContributorAdded comprehensive short-selling framework enabling long-short strategies for Microsoft's quantitative trading library
TalkNPaste
ProductionVoice-to-text productivity tool with intelligent clipboard management
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