At Return On Creators, I build production multimodal AI and full-stack workflows for creator-brand campaigns. I developed a Whisper pipeline with Gemini and Claude routing that generated 185K+ structured creator personas at roughly 5K per day.
I built a tool-using campaign agent and a 300+ scenario evaluation suite, improving agent success from 74% to 91%. I also shipped permission-aware MCP tools, TikTok Shop ingestion services, creator scoring, analytics dashboards, and CRM workflows.
Previously, I architected 10+ AI-agent microservices for TummyTales and built a RAG-powered Nutritionist service using Claude, OpenAI embeddings, and Pinecone. At BulkMagic, I improved Java Spring Boot API response times by 34% while reaching 89% test coverage.
I've also delivered cloud-native data processing at EY, improved React performance at OYO, and won the Comcast Challenge at Philly Codefest 2025 with SmartSearch.AI.

