I've built AI-powered products for EY, including a spokesperson briefing platform that generates source-grounded media briefings from internal documents and live web research. I re-architected its orchestration with Azure Durable Functions, reducing generation time from about 12 minutes to about 2 minutes.
Across Aether Weaver, PIA Agent, Amazon coaching analytics, and legal-letter automation, I build multi-agent RAG systems, prompt guardrails, workflow automation, and reliable backend services. My work has restored near-zero LLM-induced production failures, achieved 85%+ straight-through legal automation, and reduced workload by 60% through Salesforce-integrated AI workflows.
I've also delivered meeting summarization, resume intelligence, survey analytics, mobile backends, and enterprise application support. I work primarily with Python, FastAPI, Azure OpenAI, PostgreSQL/pgvector, LangChain, Docker, Kubernetes, and cloud-native asynchronous architectures.
