Key technical work and initiatives.
Designed and built an enterprise generative AI agent framework adopted by multiple teams. Standardized how LLM-powered agents are built, tested, and deployed with built-in guardrails, observability, and prompt management.
Architected a scalable document processing pipeline that handled 500K+ documents. Automated classification, data extraction, and validation, replacing a manual review process and significantly reducing turnaround time.
Built an automated video processing system for analysis and content extraction at enterprise scale. Designed the end-to-end architecture from ingestion through output delivery.
Designed end-to-end CI/CD pipelines for ML model deployment across multiple environments. Established testing, versioning, and monitoring standards that became the team's baseline for all new projects.