Design and implement production multi-agent AI systems for marketing compliance. Build ML pipelines, fine-tune models, develop prompt and evaluation frameworks, translate compliance rules into agent logic, and create monitoring, explainability, and feedback-loop infrastructure. Collaborate with engineering, product, implementation, and compliance teams to integrate AI features and improve customer-specific recommendations.

Design and implement multi-agent AI systems for marketing compliance workflows. Build production ML pipelines involving model fine-tuning, prompt engineering, retrieval-augmented generation, evaluation, monitoring, explainability, and feedback-driven personalization. Translate compliance rules into agent logic, ensure auditability across customer deployments, and collaborate with engineering, product, implementation, and compliance teams to deliver reliable AI features.

Leads Blee’s Legal Engineering function, translating advertising, consumer protection, and regulatory requirements into scalable AI review logic. Owns legal frameworks, quality measurement, regulatory updates, customer guidance, product collaboration, and team growth. Partners with legal, compliance, product, implementation, customer success, and AI engineering teams while representing Blee externally. Also supports in-house legal matters, including commercial agreements.