Frederick K.

I design and build AI systems that automate operational workflows and decision-making. Recently I built a multi-agent operational intelligence platform that analyzes company communications and generates automated reports for leadership. The system: • ingests company email threads and documents • extracts structured insights using the OpenAI API • stores context in a RAG pipeline with ChromaDB • runs multiple specialized agents (Executive Brief, Deal Risk, Accountability) • generates daily and weekly reports automatically The architecture includes: Python • FastAPI • Docker • Railway OpenAI API • ChromaDB • Google Sheets API Microsoft Graph API • GitHub Actions CI/CD Beyond AI systems, I’ve also spent years building startup products and marketplaces. At Split Lease, I helped build and scale a two-sided housing marketplace, handling: • Bubble backend development • database architecture and workflows • API integrations • QA systems and debugging • product iteration and feature rollout Because of this hybrid background, I bring both: engineering execution + product thinking. I can help with: • AI automation systems • AI agents and RAG architectures • internal tools powered by AI • marketplace MVPs • Bubble backend development • no-code → code migrations