Would like to know more about it, as we have also also built the same system, and it is actually working in a similar system. I would love to know how you defined the architecture, and gave it sys thinking--. Does it rely on any other LLM or you implemented in house ?
Hey folks! I'm Kumar — Head of AI Architect & GTM lead at WorkinX Digital, running my own automation practice (Dwary Intech) on the side. What I'm building right now:
Outbound lead gen system using Vibe Prospecting + Clay targeting SaaS founders (500+ leads/week, 40%+ open rates)
Multi-agent AI platform (WorkinX Hive) with Claude as the reasoning engine — hierarchical agent structure for sales/ops/engineering teams
100+ n8n workflows in production across CRM sync, lead enrichment, revenue ops
My stack: n8n | Clay | Apollo | Vibe Prospecting | HubSpot | Salesforce | LangChain | Claude API | Python | React | Python | 6 sigma What I solve: GTM automation (lead gen, enrichment, outbound sequencing, CRM sync) Multi-agent systems (task decomposition, tool use, orchestration) Revenue operations (data cleanup, workflow automation, API integrations) Actively helping other teams by building GTM automation projects Multi-agent AI implementations CRM/sales workflow optimization Let us connect:
LinkedIn: linkedin.com/in/sahil-dwary
GitHub: github.com/SahilCharan
Based in New Delhi, flexible across AU/US/EU/Asia timezones. Actively open to learn and open to work! Cheers 🥂 (edited)
