William Nguyen

Background

About William Nguyen

I’m a Senior Applied Scientist with 5+ years of experience driving AI innovation at the intersection of research and real-world impact. My work spans vision-language understanding, domain-specialized LLMs, and AI agents designed for complex industrial settings. Focus Areas - Domain-Specific LLMs (Semiconductors, Maritime)- Vision-Language Understanding - Agentic AI and Reasoning Systems - Computer Vision Key Highlights - LLM Development: Led the development of SemiKong (semiconductors) and Llamarine (maritime), open-source domain-specific LLMs adopted by Tokyo Electron, Furuno, and other industry leaders. Both models outperformed GPT-4o and Claude 3.5 Sonnet in real-world evaluations- Scalable Training & Knowledge Integration: Directed synthetic data generation and domain knowledge acquisition to support large-scale LLM and agent training across specialized verticals- Research & IP: Published 8 papers (CVPR, NAACL, ICCV, ACM Multimedia, and filed 3 U.S. patents spanning AI agents, vision-language systems, and industrial LLMs- AI Infrastructure: Designed structured knowledge base synthesis algorithms and built automated model training pipelines, enabling 5× faster development cycles- GenAI for Visual Reasoning: Pioneered methods for open-world object state understanding using generative AI, improving robustness in unconstrained visual environments- OCR with Linguistic Priors: Created one of the earliest OCR models that integrates linguistic priors, significantly boosting recognition accuracy in noisy and real-world settings. I’m always happy to collaborate with other people. Feel free to drop me an email at: nguyennm1024@gmail.com