AI Solutions Engineer — I build and ship LLM-powered automations, agents, and integrations that remove manual, repetitive work.

Toronto-based. I take a messy operational problem, design the system, wire the APIs, orchestrate the models, and ship it. I work across the stack enough to build and deploy end to end, and I run my own operations on the same tools I build with.

• AI / LLM: Claude API, OpenAI API, MCP, agentic workflows, RAG, prompt engineering
• Automation: n8n, Zapier, Make, REST APIs, webhooks, event-driven workflows
• Build: Python, FastAPI, TypeScript/JavaScript, React, Next.js, Node, PostgreSQL, Docker, AWS

• Automated reply-triage system — inbound-reply pipeline for a live multi-inbox operation: webhook → LLM intent classification → routing → auto-drafted responses, with error handling and logging. (n8n, Claude API)
• Pabau ↔ HubSpot integration — two-way sync that eliminated daily manual CRM entry for a medical clinic. (n8n, REST APIs)
• Motif — AI music-generation app (text → music) with an async job queue. (FastAPI, Celery, Redis, Postgres, React, AWS S3)

• LinkedIn: in/ryannerby
• Email: ryan@sylven.co

_{🎵 Also a certified gold music producer.}