I've built production AI systems at IKONIC, Aridian Technologies, and ZIYVO, delivering LLM platforms for safety coaching, document intelligence, financial analysis, voice AI, and workflow automation.
At IKONIC, I developed SafetyNexus for child welfare and domestic abuse caseworkers, combining citation-backed LLM coaching, safety screening, document ingestion, vector retrieval, and secure multi-tenant workflows. I built FastAPI services with PostgreSQL, Redis, MinIO/S3, RBAC, AWS Bedrock, Docker, Terraform, and TypeScript/Next.js.
I've reduced manual operations by up to 90%, financial-analysis turnaround by 70%, and voice infrastructure costs by 70% through LangGraph agents, RAG pipelines, real-time APIs, and custom voice systems.

