n8n DevRel build · human-in-the-loop AIHigh-volume LinkedIn outreach creates a good problem: too many conversations to manage well. I built a system that drafts contextual replies to incoming LinkedIn messages while keeping a human firmly in the loop for every send.It uses Unipile for LinkedIn API access, pulls in new messages, and runs them through [...]

n8n DevRel build · hiring automationHiring at scale means processing hundreds — sometimes thousands — of resumes. Pulling candidate data out of PDFs and Word docs by hand is slow and error-prone. I built a pipeline that turns unstructured resume files into clean, structured candidate data in seconds.It handles multiple file formats automatically, routing each [...]

n8n DevRel build · retrieval-augmented AIGeneric AI chatbots give generic answers. When your team or customers need responses grounded in your actual data — internal docs, SOPs, product documentation — you need Retrieval-Augmented Generation. I built a RAG assistant that answers from your own data with high accuracy.It runs on Weaviate vector search with production-grade [...]

For Teams · Sales intelligence Every sales call carries intelligence — competitor mentions, feature requests, objection patterns, buying signals — but at hundreds of calls a week it gets lost in the noise. CallForge is an 8-workflow AI system that turns raw call recordings into structured, actionable intelligence. Built to integrate with Gong, it [...]

Employer · Staff Developer AdvocateTwo years teaching the world to automateAs a Staff Developer Advocate at n8n, I built production automation the whole industry watched: AI workflows analyzing 3,000+ customer calls, YouTube monitoring with real-time sentiment, and the automation behind n8n’s entire Expert & Affiliate Partner programs. I benchmarked n8n across enterprise deployment models, influenced [...]