I am a global trade compliance professional focused on solving one of the most persistent challenges in international trade—complexity.
With over eight years of experience in customs compliance, HS classification, tariff analysis, and export controls (EAR/ITAR), I work at the intersection of regulation, data, and decision-making. My core specialization lies in HS classification, where precision is not optional—it is critical. Every classification decision carries legal, financial, and operational consequences.
What differentiates my approach is a strong focus on integrating Artificial Intelligence into trade compliance processes.
I actively explore and implement AI-driven solutions to:
- Automate and standardize HS classification workflows
- Reduce classification errors and audit risks
- Accelerate product classification at scale
- Enhance regulatory interpretation using structured data models
- Build intelligent compliance systems that evolve with regulatory changes
Trade compliance is traditionally manual, fragmented, and reactive. I work toward transforming it into a predictive, scalable, and technology-enabled function—where AI augments human expertise rather than replacing it.
Alongside my professional work, I am deeply engaged in knowledge sharing and thought leadership.
I publish insights, case studies, and regulatory breakdowns through my LinkedIn newsletter, “Customs Thinking”, where I focus on making complex trade laws practical and actionable for:
- Importers & exporters
- Compliance teams
- Customs brokers
- Global trade professionals
My content emphasizes:
- Real-world classification challenges
- Regulatory interpretation strategies
- Export control risk analysis
- Practical application of trade laws
- The future of AI in customs and compliance
I believe the future of global trade will be shaped by professionals who can combine domain expertise with technological capability. My mission is to contribute to that shift—by building smarter systems, sharing actionable knowledge, and helping organizations navigate compliance with clarity and confidence.
If you’re working at the intersection of global trade, compliance, and AI, we’re already aligned.