Intelligent Ad Compliance
Turning visual advertising into structured evidence and explainable clause-level legal review.
AI engineering. Legal intelligence. Human-centered systems.
Exploring what technology can do and what people actually need.
My interests connect AI, legal reasoning, and the design of useful products. The common thread is an interest in turning complex ideas into understandable, trustworthy experiences.
I design practical AI workflows across document understanding, retrieval, orchestration, and evaluation.
Legal questions, structured knowledge, and human judgment.
Models, evidence, evaluation, and continuous iteration.
Useful systems, interfaces, and interactive experiences.
Research directions, engineering experiments, and products worth exploring.
Turning visual advertising into structured evidence and explainable clause-level legal review.
Exploring geometry, local features, and image analysis for map review.
Reimagining traditional knowledge through interactive lessons and diagrams.
A home for reproducible model experiments and engineering explorations.
Try this miniature interaction to see how a research concept could become a usable experience. The results are scripted examples, not live legal AI.
Research, engineering, collaboration, and interesting challenges — I'd love to hear from you.