Work

Architecting core systems for an AI platform serving global pharmaceutical clients across content creation, research, analytics, and engagement.
Built the AI Content Wizard and content lifecycle system covering authoring, multi-stage approval, compliance validation, and omnichannel distribution across regulated markets.
Designed and deployed LLM orchestration covering prompt engineering, context injection, RAG pipelines, embedding retrieval, and tool calling for compliant, traceable content generation.
Integrated Veeva CRM and Salesforce Marketing Cloud (SFMC) to support compliant omnichannel workflows across multiple client tenants.
Led development of a centralized Data Catalog for metadata-driven discovery, observability, and self-serve data access across business and engineering teams.
Implemented production architecture with full auditability, deployment pipelines, monitoring, and optimized AI/data workflows using caching and vector databases.